The Data Science Course 2020 - Complete Data Science Bootcamp

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The Data Science Course 2020 - Complete Data Science Bootcamp/16 Statistics - Practical Example Descriptive Statistics/093 Practical Example Descriptive Statistics.mp4 160.46 MB
Visit Coursedrive.org.url 124 B
The Data Science Course 2020 - Complete Data Science Bootcamp/ReadMe.txt 220 B
The Data Science Course 2020 - Complete Data Science Bootcamp/Visit Coursedrive.org.url 124 B
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/001 A Practical Example What You Will Learn in This Course.en.srt 6.37 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/001 A Practical Example What You Will Learn in This Course.mp4 49.03 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/002 What Does the Course Cover.en.srt 5.08 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/002 What Does the Course Cover.mp4 62.25 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/003 Download All Resources and Important FAQ.html 22.21 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/003 FAQ-The-Data-Science-Course.pdf 306.1 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/external-assets-links.txt 102 B
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/ReadMe.txt 220 B
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/Visit Coursedrive.org.url 124 B
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/004 Data Science and Business Buzzwords Why are there so Many.en.srt 6.62 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/004 Data Science and Business Buzzwords Why are there so Many.mp4 81.41 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/005 What is the difference between Analysis and Analytics.en.srt 5.07 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/005 What is the difference between Analysis and Analytics.mp4 53.55 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/006 365-DataScience-Diagram.pdf 323.08 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/006 Business Analytics Data Analytics and Data Science An Introduction.en.srt 10.63 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/006 Business Analytics Data Analytics and Data Science An Introduction.mp4 64.51 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/007 365-DataScience-Diagram.pdf 323.08 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/007 365-DataScience.png 6.92 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/007 Continuing with BI ML and AI.en.srt 11.87 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/007 Continuing with BI ML and AI.mp4 108.98 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/008 365-DataScience.png 6.92 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/008 A Breakdown of our Data Science Infographic.en.srt 5.1 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/008 A Breakdown of our Data Science Infographic.mp4 67.74 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/03 The Field of Data Science - Connecting the Data Science Disciplines/009 Applying Traditional Data Big Data BI Traditional Data Science and ML.en.srt 8.99 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/03 The Field of Data Science - Connecting the Data Science Disciplines/009 Applying Traditional Data Big Data BI Traditional Data Science and ML.mp4 126.87 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/04 The Field of Data Science - The Benefits of Each Discipline/010 The Reason Behind These Disciplines.en.srt 6.5 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/04 The Field of Data Science - The Benefits of Each Discipline/010 The Reason Behind These Disciplines.mp4 81.18 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/011 Techniques for Working with Traditional Data.en.srt 10.62 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/011 Techniques for Working with Traditional Data.mp4 138.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/012 Real Life Examples of Traditional Data.en.srt 2.24 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/012 Real Life Examples of Traditional Data.mp4 29.93 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/013 Techniques for Working with Big Data.en.srt 5.67 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/013 Techniques for Working with Big Data.mp4 75.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/014 Real Life Examples of Big Data.en.srt 1.88 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/014 Real Life Examples of Big Data.mp4 22.03 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/015 Business Intelligence (BI) Techniques.en.srt 8.63 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/015 Business Intelligence (BI) Techniques.mp4 89.94 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/016 Real Life Examples of Business Intelligence (BI).en.srt 2.13 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/016 Real Life Examples of Business Intelligence (BI).mp4 29.54 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/017 Techniques for Working with Traditional Methods.en.srt 10.98 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/017 Techniques for Working with Traditional Methods.mp4 111.65 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/018 Real Life Examples of Traditional Methods.en.srt 3.58 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/018 Real Life Examples of Traditional Methods.mp4 42.78 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/019 Machine Learning (ML) Techniques.en.srt 8.73 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/019 Machine Learning (ML) Techniques.mp4 99.32 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/020 Types of Machine Learning.en.srt 10.51 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/020 Types of Machine Learning.mp4 125.14 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/021 Real Life Examples of Machine Learning (ML).en.srt 2.9 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/021 Real Life Examples of Machine Learning (ML).mp4 36.81 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/06 The Field of Data Science - Popular Data Science Tools/022 Necessary Programming Languages and Software Used in Data Science.en.srt 7.29 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/06 The Field of Data Science - Popular Data Science Tools/022 Necessary Programming Languages and Software Used in Data Science.mp4 103.51 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/07 The Field of Data Science - Careers in Data Science/023 Finding the Job - What to Expect and What to Look for.en.srt 4.49 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/07 The Field of Data Science - Careers in Data Science/023 Finding the Job - What to Expect and What to Look for.mp4 54.38 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/08 The Field of Data Science - Debunking Common Misconceptions/024 Debunking Common Misconceptions.en.srt 5.29 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/08 The Field of Data Science - Debunking Common Misconceptions/024 Debunking Common Misconceptions.mp4 72.85 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/025 Course-Notes-Basic-Probability.pdf 371.05 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/025 The Basic Probability Formula.en.srt 8.9 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/025 The Basic Probability Formula.mp4 85.91 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/026 Computing Expected Values.en.srt 6.68 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/026 Computing Expected Values.mp4 75.68 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/027 Frequency.en.srt 6.42 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/027 Frequency.mp4 61.73 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/028 Events and Their Complements.en.srt 6.71 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/028 Events and Their Complements.mp4 59.15 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/029 Course-Notes-Combinatorics.pdf 226.12 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/029 Fundamentals of Combinatorics.en.srt 1.3 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/029 Fundamentals of Combinatorics.mp4 16.21 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/030 Permutations and How to Use Them.en.srt 4.07 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/030 Permutations and How to Use Them.mp4 42.72 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/031 Simple Operations with Factorials.en.srt 3.26 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/031 Simple Operations with Factorials.mp4 36.11 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/032 Solving Variations with Repetition.en.srt 3.47 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/032 Solving Variations with Repetition.mp4 34 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/033 Solving Variations without Repetition.en.srt 4.53 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/033 Solving Variations without Repetition.mp4 43.14 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/034 Combinations-With-Repetition.pdf 207.41 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/034 Solving Combinations.en.srt 5.61 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/034 Solving Combinations.mp4 57.34 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/035 Symmetry of Combinations.en.srt 4.3 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/035 Symmetry of Combinations.mp4 40.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/035 Symmetry-Explained.pdf 85.04 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/036 Solving Combinations with Separate Sample Spaces.en.srt 3.73 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/036 Solving Combinations with Separate Sample Spaces.mp4 33.15 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/037 Combinatorics in Real-Life The Lottery.en.srt 4.15 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/037 Combinatorics in Real-Life The Lottery.mp4 41.29 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/038 A Recap of Combinatorics.en.srt 3.72 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/038 A Recap of Combinatorics.mp4 38.49 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/039 A Practical Example of Combinatorics.en.srt 13.96 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/039 A Practical Example of Combinatorics.mp4 134.31 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/039 Additional-Exercises-Combinatorics-Solutions.pdf 245.67 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/039 Additional-Exercises-Combinatorics.pdf 106.58 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/040 Course-Notes-Bayesian-Inference.pdf 386.01 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/040 Sets and Events.en.srt 5.06 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/040 Sets and Events.mp4 53.46 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/041 Ways Sets Can Interact.en.srt 4.39 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/041 Ways Sets Can Interact.mp4 47.42 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/042 Intersection of Sets.en.srt 2.47 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/042 Intersection of Sets.mp4 26.96 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/043 Union of Sets.en.srt 5.53 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/043 Union of Sets.mp4 57.19 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/044 Mutually Exclusive Sets.en.srt 2.52 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/044 Mutually Exclusive Sets.mp4 25.39 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/045 Dependence and Independence of Sets.en.srt 3.46 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/045 Dependence and Independence of Sets.mp4 34.78 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/046 The Conditional Probability Formula.en.srt 4.93 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/046 The Conditional Probability Formula.mp4 45.86 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/047 The Law of Total Probability.en.srt 3.49 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/047 The Law of Total Probability.mp4 34.93 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/048 The Additive Rule.en.srt 2.74 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/048 The Additive Rule.mp4 26.97 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/049 The Multiplication Law.en.srt 4.62 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/049 The Multiplication Law.mp4 49.02 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/050 Bayes Law.en.srt 7.2 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/050 Bayes Law.mp4 49.93 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/051 A Practical Example of Bayesian Inference.mp4 145.12 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/051 Bayesian-Homework-Solutions.pdf 30.35 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/051 Bayesian-Homework.pdf 27.26 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/051 CDS-E7-E8-Hamilton.pdf 845.31 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/052 Course-Notes-Probability-Distributions.pdf 463.95 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/052 Fundamentals of Probability Distributions.en.srt 7.54 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/052 Fundamentals of Probability Distributions.mp4 73.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/053 Types of Probability Distributions.en.srt 9.31 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/053 Types of Probability Distributions.mp4 71.06 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/054 Characteristics of Discrete Distributions.en.srt 2.46 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/054 Characteristics of Discrete Distributions.mp4 22.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/055 Discrete Distributions The Uniform Distribution.en.srt 2.73 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/055 Discrete Distributions The Uniform Distribution.mp4 24.39 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/056 Discrete Distributions The Bernoulli Distribution.en.srt 3.85 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/056 Discrete Distributions The Bernoulli Distribution.mp4 34.13 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/057 Discrete Distributions The Binomial Distribution.en.srt 8.3 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/057 Discrete Distributions The Binomial Distribution.mp4 68.83 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/058 Discrete Distributions The Poisson Distribution.en.srt 6.57 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/058 Discrete Distributions The Poisson Distribution.mp4 55.75 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/058 Poisson-Expected-Value-and-Variance.pdf 145.99 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/059 Characteristics of Continuous Distributions.en.srt 8.66 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/059 Characteristics of Continuous Distributions.mp4 84.12 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/059 Solving-Integrals.pdf 343.85 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/060 Continuous Distributions The Normal Distribution.en.srt 4.77 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/060 Normal-Distribution-Exp-and-Var.pdf 144.08 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/062 Continuous Distributions The Students T Distribution.en.srt 2.79 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/062 Continuous Distributions The Students T Distribution.mp4 27.18 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/063 Continuous Distributions The Chi-Squared Distribution.en.srt 2.76 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/063 Continuous Distributions The Chi-Squared Distribution.mp4 26.34 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/064 Continuous Distributions The Exponential Distribution.en.srt 4.13 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/065 Continuous Distributions The Logistic Distribution.en.srt 5.02 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/065 Continuous Distributions The Logistic Distribution.mp4 47.05 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/25 Python - Other Python Operators/155 Logical and Identity Operators.mp4 30.05 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/160 Defining a Function in Python.en.srt 5.32 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/161 How to Create a Function with a Parameter.mp4 38.1 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/169 List Slicing.mp4 30.76 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/174 Lists with the range() Function.mp4 25.79 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/176 Conditional Statements Functions and Loops.mp4 9.48 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/178 Object Oriented Programming.en.srt 6.1 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/31 Part 5 Advanced Statistical Methods in Python/182 Course-notes-regression-analysis.pdf 312.18 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/189 Using Seaborn for Graphs.en.srt 1.48 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/190 How to Interpret the Regression Table.en.srt 6.3 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/190 How to Interpret the Regression Table.mp4 44.64 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/191 Decomposition of Variability.en.srt 4.17 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/192 What is the OLS.en.srt 3.82 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/external-assets-links.txt 221 B
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/196 Multiple Linear Regression Exercise.html 952 B
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/197 Test for Significance of the Model (F-Test).en.srt 2.55 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/198 OLS Assumptions.en.srt 3.03 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/201 A3 Normality and Homoscedasticity.en.srt 6.67 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/201 A3 Normality and Homoscedasticity.mp4 42.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/202 A4 No Autocorrelation.en.srt 4.9 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/204 Dealing with Categorical Data - Dummy Variables.en.srt 8.15 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/204 Dealing with Categorical Data - Dummy Variables.mp4 55.66 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/206 Making Predictions with the Linear Regression.en.srt 4.44 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/external-assets-links.txt 529 B
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/207 What is sklearn and How is it Different from Other Packages.en.srt 3.42 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/207 What is sklearn and How is it Different from Other Packages.mp4 27.25 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/208 How are Going to Approach this Section.en.srt 2.92 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/210 Simple Linear Regression with sklearn - A StatsModels-like Summary Table.mp4 32 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/211 A Note on Normalization.html 1.56 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/212 Simple Linear Regression with sklearn - Exercise.html 965 B
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/213 1.02.Multiple-linear-regression.csv 1.07 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/214 1.02.Multiple-linear-regression.csv 1.07 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/214 Calculating the Adjusted R-Squared in sklearn.mp4 30.88 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/215 Calculating the Adjusted R-Squared in sklearn - Exercise.html 973 B
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/216 Feature Selection (F-regression).en.srt 6.67 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/216 Feature Selection (F-regression).mp4 29.51 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/217 A Note on Calculation of P-values with sklearn.html 1.23 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/218 Creating a Summary Table with P-values.en.srt 3.01 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/218 Creating a Summary Table with P-values.mp4 12.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/219 Multiple Linear Regression - Exercise.html 954 B
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/220 Feature Scaling (Standardization).en.srt 7.68 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/222 Predicting with the Standardized Coefficients.en.srt 5.59 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/222 Predicting with the Standardized Coefficients.mp4 25.96 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/223 Feature Scaling (Standardization) - Exercise.html 961 B
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/224 Underfitting and Overfitting.en.srt 3.45 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/225 Train - Test Split Explained.en.srt 9.59 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/external-assets-links.txt 2.45 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/226 Practical Example Linear Regression (Part 1).en.srt 14.86 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/228 A Note on Multicollinearity.html 1.68 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/229 Practical Example Linear Regression (Part 3).en.srt 4.12 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/230 Dummies and Variance Inflation Factor - Exercise.html 965 B
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/231 Practical Example Linear Regression (Part 4).en.srt 11.49 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/232 Dummy Variables - Exercise.html 1.54 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/235 Course-Notes-Logistic-Regression.pdf 335.17 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/235 Introduction to Logistic Regression.en.srt 1.61 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/235 Introduction to Logistic Regression.mp4 27.06 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/236 A Simple Example in Python.en.srt 5.79 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/236 Course-Notes-Logistic-Regression.pdf 335.17 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/237 Logistic vs Logit Function.en.srt 4.88 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/239 Building a Logistic Regression - Exercise.html 969 B
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/239 Example-bank-data.csv 6.21 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/240 An Invaluable Coding Tip.en.srt 3.2 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/241 Understanding Logistic Regression Tables.en.srt 5.56 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/242 Bank-data.csv 19.55 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/243 What do the Odds Actually Mean.en.srt 4.79 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/243 What do the Odds Actually Mean.mp4 32.28 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/244 Binary Predictors in a Logistic Regression.en.srt 5.41 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/245 Bank-data.csv 19.55 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/245 Binary Predictors in a Logistic Regression - Exercise.html 981 B
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/246 Calculating the Accuracy of the Model.en.srt 4.13 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/247 Bank-data.csv 19.55 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/247 Calculating the Accuracy of the Model.html 965 B
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/248 Underfitting and Overfitting.en.srt 4.97 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/250 Bank-data-testing.csv 8.3 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/251 Course-Notes-Cluster-Analysis.pdf 208.65 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/252 Course-Notes-Cluster-Analysis.pdf 208.65 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/252 Some Examples of Clusters.en.srt 6.24 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/252 Some Examples of Clusters.mp4 71.53 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/253 Difference between Classification and Clustering.en.srt 3.28 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/253 Difference between Classification and Clustering.mp4 36.15 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/254 Math Prerequisites.en.srt 4.05 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/254 Math Prerequisites.mp4 14.55 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/255 K-Means Clustering.en.srt 6.67 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/256 A Simple Example of Clustering.en.srt 9.59 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/256 A Simple Example of Clustering.mp4 51.82 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/257 A Simple Example of Clustering - Exercise.html 969 B
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/257 Countries-exercise.csv 8.27 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/259 Categorical.csv 10.34 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/260 How to Choose the Number of Clusters.en.srt 7.37 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/260 How to Choose the Number of Clusters.mp4 44.13 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/261 Countries-exercise.csv 8.27 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/261 How to Choose the Number of Clusters - Exercise.html 975 B
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/262 Pros and Cons of K-Means Clustering.en.srt 4.61 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/262 Pros and Cons of K-Means Clustering.mp4 37.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/263 To Standardize or not to Standardize.en.srt 5.88 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/263 To Standardize or not to Standardize.mp4 30.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/264 Relationship between Clustering and Regression.en.srt 2.18 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/264 Relationship between Clustering and Regression.mp4 9.93 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/266 Market Segmentation with Cluster Analysis (Part 2).mp4 56.11 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/267 How is Clustering Useful.en.srt 6.39 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/267 How is Clustering Useful.mp4 74.45 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/268 EXERCISE Species Segmentation with Cluster Analysis (Part 1).html 988 B
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/268 iris-dataset.csv 2.4 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/269 EXERCISE Species Segmentation with Cluster Analysis (Part 2).html 988 B
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/269 iris-dataset.csv 2.4 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/external-assets-links.txt 1.02 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/270 Types of Clustering.en.srt 4.66 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/270 Types of Clustering.mp4 44.57 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/271 Dendrogram.en.srt 7.36 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/271 Dendrogram.mp4 29.06 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/272 Heatmaps.mp4 29.62 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/273 What is a Matrix.en.srt 4.34 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/273 What is a Matrix.mp4 33.59 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/276 Arrays in Python - A Convenient Way To Represent Matrices.mp4 26.67 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/277 What is a Tensor.en.srt 3.61 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/278 Addition and Subtraction of Matrices.en.srt 4.04 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/279 Errors when Adding Matrices.en.srt 2.57 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/279 Errors when Adding Matrices.mp4 11.17 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/280 Transpose of a Matrix.en.srt 5.37 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/280 Transpose of a Matrix.mp4 38.07 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/283 Why is Linear Algebra Useful.mp4 144.33 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/41 Part 7 Deep Learning/284 What to Expect from this Part.en.srt 4.63 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/41 Part 7 Deep Learning/284 What to Expect from this Part.mp4 31.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/285 Course-Notes-Section-2.pdf 578.08 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/285 Introduction to Neural Networks.en.srt 5.9 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/286 Course-Notes-Section-2.pdf 578.08 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/286 Training the Model.en.srt 4.28 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/286 Training the Model.mp4 28.71 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/287 Types of Machine Learning.en.srt 5.23 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/287 Types of Machine Learning.mp4 45.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/288 The Linear Model (Linear Algebraic Version).en.srt 3.88 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/288 The Linear Model (Linear Algebraic Version).mp4 28.44 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/289 The Linear Model with Multiple Inputs.en.srt 3.09 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/289 The Linear Model with Multiple Inputs.mp4 25.11 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/290 The Linear model with Multiple Inputs and Multiple Outputs.en.srt 5.46 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/290 The Linear model with Multiple Inputs and Multiple Outputs.mp4 38.31 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/291 Graphical Representation of Simple Neural Networks.en.srt 2.69 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/291 Graphical Representation of Simple Neural Networks.mp4 22.64 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/292 What is the Objective Function.en.srt 2.12 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/292 What is the Objective Function.mp4 17.91 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/293 Common Objective Functions L2-norm Loss.en.srt 2.77 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/293 Common Objective Functions L2-norm Loss.mp4 23.27 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/294 Common Objective Functions Cross-Entropy Loss.en.srt 5.25 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/294 Common Objective Functions Cross-Entropy Loss.mp4 37.24 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/295 GD-function-example.xlsx 42.33 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/295 Optimization Algorithm 1-Parameter Gradient Descent.en.srt 8.47 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/296 Optimization Algorithm n-Parameter Gradient Descent.en.srt 7.53 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/296 Optimization Algorithm n-Parameter Gradient Descent.mp4 39.42 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/297 Basic NN Example (Part 1).en.srt 4.46 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/297 Basic NN Example (Part 1).mp4 20.59 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/297 Shortcuts-for-Jupyter.pdf 619.17 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/298 Basic NN Example (Part 2).mp4 34.94 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/299 Basic NN Example (Part 3).mp4 24.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/300 Basic NN Example (Part 4).en.srt 10.86 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/300 Basic NN Example (Part 4).mp4 61.13 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/301 Basic NN Example Exercises.html 2.51 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/external-assets-links.txt 1.71 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/302 How to Install TensorFlow 2.0.en.srt 6.38 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/302 How to Install TensorFlow 2.0.mp4 38.76 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/302 Shortcuts-for-Jupyter.pdf 619.17 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/303 TensorFlow Outline and Comparison with Other Libraries.en.srt 5.24 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/303 TensorFlow Outline and Comparison with Other Libraries.mp4 33.51 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/304 TensorFlow 1 vs TensorFlow 2.en.srt 3.63 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/304 TensorFlow 1 vs TensorFlow 2.mp4 21.99 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/305 A Note on TensorFlow 2 Syntax.en.srt 1.36 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/305 A Note on TensorFlow 2 Syntax.mp4 6.75 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/306 Types of File Formats Supporting TensorFlow.en.srt 3.5 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/306 Types of File Formats Supporting TensorFlow.mp4 16.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/307 Outlining the Model with TensorFlow 2.en.srt 7.83 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/307 Outlining the Model with TensorFlow 2.mp4 34.69 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/308 Interpreting the Result and Extracting the Weights and Bias.en.srt 6.23 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/308 Interpreting the Result and Extracting the Weights and Bias.mp4 30.27 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/309 Customizing a TensorFlow 2 Model.en.srt 4.11 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/309 Customizing a TensorFlow 2 Model.mp4 22.91 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/310 Basic NN with TensorFlow Exercises.html 2.15 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/external-assets-links.txt 519 B
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/311 Course-Notes-Section-6.pdf 936.42 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/311 What is a Layer.mp4 12.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/312 Course-Notes-Section-6.pdf 936.42 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/312 What is a Deep Net.en.srt 3.24 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/312 What is a Deep Net.mp4 29.53 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/313 Digging into a Deep Net.en.srt 6.7 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/313 Digging into a Deep Net.mp4 59.36 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/314 Non-Linearities and their Purpose.en.srt 3.88 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/314 Non-Linearities and their Purpose.mp4 27.68 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/315 Activation Functions.en.srt 5.25 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/315 Activation Functions.mp4 25.09 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/316 Activation Functions Softmax Activation.en.srt 4.46 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/316 Activation Functions Softmax Activation.mp4 25.92 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/317 Backpropagation.en.srt 4.46 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/317 Backpropagation.mp4 34.95 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/318 Backpropagation Picture.en.srt 3.97 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/318 Backpropagation Picture.mp4 19.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/319 Backpropagation - A Peek into the Mathematics of Optimization.html 1.41 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/319 Backpropagation-a-peek-into-the-Mathematics-of-Optimization.pdf 182.38 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/320 What is Overfitting.en.srt 5.58 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/320 What is Overfitting.mp4 31.08 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/321 Underfitting and Overfitting for Classification.en.srt 2.63 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/321 Underfitting and Overfitting for Classification.mp4 25.07 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/322 What is Validation.en.srt 4.9 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/322 What is Validation.mp4 32.71 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/323 Training Validation and Test Datasets.en.srt 3.6 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/323 Training Validation and Test Datasets.mp4 25.19 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/324 N-Fold Cross Validation.en.srt 4.17 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/324 N-Fold Cross Validation.mp4 20.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/325 Early Stopping or When to Stop Training.en.srt 6.86 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/325 Early Stopping or When to Stop Training.mp4 24.17 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/326 What is Initialization.en.srt 3.5 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/326 What is Initialization.mp4 21.76 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/327 Types of Simple Initializations.en.srt 3.67 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/327 Types of Simple Initializations.mp4 14.31 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/328 State-of-the-Art Method - (Xavier) Glorot Initialization.en.srt 3.71 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/328 State-of-the-Art Method - (Xavier) Glorot Initialization.mp4 17.14 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/329 Stochastic Gradient Descent.en.srt 4.81 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/329 Stochastic Gradient Descent.mp4 28.68 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/330 Problems with Gradient Descent.en.srt 2.83 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/330 Problems with Gradient Descent.mp4 11.01 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/331 Momentum.en.srt 3.45 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/331 Momentum.mp4 16.43 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/332 Learning Rate Schedules or How to Choose the Optimal Learning Rate.en.srt 5.93 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/332 Learning Rate Schedules or How to Choose the Optimal Learning Rate.mp4 29.08 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/333 Learning Rate Schedules Visualized.en.srt 2.16 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/333 Learning Rate Schedules Visualized.mp4 9.11 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/334 Adaptive Learning Rate Schedules (AdaGrad and RMSprop ).en.srt 5.21 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/334 Adaptive Learning Rate Schedules (AdaGrad and RMSprop ).mp4 26.35 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/335 Adam (Adaptive Moment Estimation).en.srt 3.33 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/335 Adam (Adaptive Moment Estimation).mp4 22.35 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/336 Preprocessing Introduction.en.srt 3.87 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/336 Preprocessing Introduction.mp4 27.78 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/337 Types of Basic Preprocessing.en.srt 1.63 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/337 Types of Basic Preprocessing.mp4 11.84 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/338 Standardization.en.srt 5.97 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/338 Standardization.mp4 50.98 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/339 Preprocessing Categorical Data.en.srt 2.76 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/339 Preprocessing Categorical Data.mp4 18.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/340 Binary and One-Hot Encoding.en.srt 4.81 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/340 Binary and One-Hot Encoding.mp4 28.94 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/341 MNIST The Dataset.en.srt 3.58 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/341 MNIST The Dataset.mp4 13.38 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/342 MNIST How to Tackle the MNIST.en.srt 3.52 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/342 MNIST How to Tackle the MNIST.mp4 18.66 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/343 MNIST Importing the Relevant Packages and Loading the Data.en.srt 3.07 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/343 MNIST Importing the Relevant Packages and Loading the Data.mp4 16.32 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/344 MNIST Preprocess the Data - Create a Validation Set and Scale It.en.srt 6.27 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/344 MNIST Preprocess the Data - Create a Validation Set and Scale It.mp4 29.04 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/345 MNIST Preprocess the Data - Scale the Test Data - Exercise.html 978 B
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The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/346 MNIST Preprocess the Data - Shuffle and Batch.mp4 41.52 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/348 MNIST Outline the Model.en.srt 7.2 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/348 MNIST Outline the Model.mp4 28.23 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/349 MNIST Select the Loss and the Optimizer.mp4 13.9 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/350 MNIST Learning.mp4 40.96 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/352 MNIST Testing the Model.mp4 29.52 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/external-assets-links.txt 841 B
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/353 Audiobooks-data.csv 710.77 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/353 Business Case Exploring the Dataset and Identifying Predictors.en.srt 10.66 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/353 Business Case Exploring the Dataset and Identifying Predictors.mp4 66.27 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/354 Business Case Outlining the Solution.en.srt 2 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/354 Business Case Outlining the Solution.mp4 7.3 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/355 Business Case Balancing the Dataset.mp4 30.43 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/356 Business Case Preprocessing the Data.mp4 84.33 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/357 Business Case Preprocessing the Data - Exercise.html 1.23 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/358 Business Case Load the Preprocessed Data.en.srt 4.7 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/358 Business Case Load the Preprocessed Data.mp4 17.57 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/359 Business Case Load the Preprocessed Data - Exercise.html 971 B
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/360 Business Case Learning and Interpreting the Result.en.srt 6.27 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/360 Business Case Learning and Interpreting the Result.mp4 31.18 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/361 Business Case Setting an Early Stopping Mechanism.en.srt 7.82 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/361 Business Case Setting an Early Stopping Mechanism.mp4 49.81 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/362 Setting an Early Stopping Mechanism - Exercise.html 1.05 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/363 Business Case Testing the Model.en.srt 2.04 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/363 Business Case Testing the Model.mp4 10.79 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/364 Business Case Final Exercise.html 1.27 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/external-assets-links.txt 934 B
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/365 Summary on What Youve Learned.en.srt 5.21 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/365 Summary on What Youve Learned.mp4 39.75 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/366 Whats Further out there in terms of Machine Learning.en.srt 2.55 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/366 Whats Further out there in terms of Machine Learning.mp4 20.12 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/367 DeepMind and Deep Learning.html 1.89 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/368 An overview of CNNs.en.srt 6.44 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/368 An overview of CNNs.mp4 58.79 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/369 An Overview of RNNs.en.srt 3.71 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/369 An Overview of RNNs.mp4 25.26 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/370 An Overview of non-NN Approaches.en.srt 5.12 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/370 An Overview of non-NN Approaches.mp4 44.77 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/371 READ ME.html 1.38 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/372 How to Install TensorFlow 1.en.srt 3.42 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/372 How to Install TensorFlow 1.mp4 11.35 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/373 A Note on Installing Packages in Anaconda.html 3.16 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/374 TensorFlow Intro.en.srt 5.2 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/374 TensorFlow Intro.mp4 47.69 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/375 Actual Introduction to TensorFlow.en.srt 2.17 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/375 Actual Introduction to TensorFlow.mp4 17.41 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/375 Shortcuts-for-Jupyter.pdf 619.17 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/376 Types of File Formats supporting Tensors.en.srt 3.45 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/376 Types of File Formats supporting Tensors.mp4 20.34 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/377 Basic NN Example with TF Inputs Outputs Targets Weights Biases.en.srt 7.36 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/377 Basic NN Example with TF Inputs Outputs Targets Weights Biases.mp4 38.49 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/378 Basic NN Example with TF Loss Function and Gradient Descent.en.srt 4.83 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/378 Basic NN Example with TF Loss Function and Gradient Descent.mp4 32.51 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/379 Basic NN Example with TF Model Output.mp4 37.39 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/380 Basic NN Example with TF Exercises.html 2.44 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/381 MNIST What is the MNIST Dataset.en.srt 3.49 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/381 MNIST What is the MNIST Dataset.mp4 17.82 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/382 MNIST How to Tackle the MNIST.en.srt 3.62 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/382 MNIST How to Tackle the MNIST.mp4 22.58 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/383 MNIST Relevant Packages.en.srt 2.12 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/383 MNIST Relevant Packages.mp4 18.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/384 MNIST Model Outline.en.srt 9.06 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/384 MNIST Model Outline.mp4 56.38 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/385 MNIST Loss and Optimization Algorithm.en.srt 3.53 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/385 MNIST Loss and Optimization Algorithm.mp4 25.86 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/386 Calculating the Accuracy of the Model.en.srt 5.19 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/386 Calculating the Accuracy of the Model.mp4 43.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/387 MNIST Batching and Early Stopping.en.srt 2.92 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/387 MNIST Batching and Early Stopping.mp4 12.85 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/388 MNIST Learning.en.srt 10.19 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/388 MNIST Learning.mp4 46.68 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/389 MNIST Results and Testing.en.srt 8.17 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/389 MNIST Results and Testing.mp4 62.77 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/390 MNIST Solutions.html 3.03 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/391 MNIST Exercises.html 2.97 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/external-assets-links.txt 2.71 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/392 Audiobooks-data.csv 710.77 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/392 Business Case Getting Acquainted with the Dataset.en.srt 10.78 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/392 Business Case Getting Acquainted with the Dataset.mp4 87.65 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/393 Business Case Outlining the Solution.en.srt 2.52 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/393 Business Case Outlining the Solution.mp4 12.21 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/394 The Importance of Working with a Balanced Dataset.en.srt 4.48 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/394 The Importance of Working with a Balanced Dataset.mp4 39.41 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/395 Business Case Preprocessing.en.srt 13.45 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/395 Business Case Preprocessing.mp4 103.41 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/396 Business Case Preprocessing Exercise.html 1.23 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/397 Creating a Data Provider.en.srt 7.75 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/397 Creating a Data Provider.mp4 76.34 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/398 Business Case Model Outline.en.srt 6.94 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/398 Business Case Model Outline.mp4 53.12 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/399 Business Case Optimization.en.srt 6.6 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/399 Business Case Optimization.mp4 41.52 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/400 Business Case Interpretation.en.srt 2.94 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/400 Business Case Interpretation.mp4 25.74 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/401 Business Case Testing the Model.en.srt 2.71 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/401 Business Case Testing the Model.mp4 11.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/402 Business Case A Comment on the Homework.en.srt 5.3 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/402 Business Case A Comment on the Homework.mp4 36.38 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/403 Business Case Final Exercise.html 1.28 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/external-assets-links.txt 897 B
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/404 What are Data Servers Clients Requests and Responses.en.srt 5.93 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/404 What are Data Servers Clients Requests and Responses.mp4 69.03 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/405 What are Data Connectivity APIs and Endpoints.en.srt 8.54 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/405 What are Data Connectivity APIs and Endpoints.mp4 104.08 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/406 Taking a Closer Look at APIs.en.srt 10.39 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/406 Taking a Closer Look at APIs.mp4 115.59 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/407 Communication between Software Products through Text Files.en.srt 5.47 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/407 Communication between Software Products through Text Files.mp4 60.34 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/408 Software Integration - Explained.en.srt 6.71 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/408 Software Integration - Explained.mp4 63.69 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/409 Game Plan for this Python SQL and Tableau Business Exercise.en.srt 5.46 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/409 Game Plan for this Python SQL and Tableau Business Exercise.mp4 52.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/410 The Business Task.en.srt 3.74 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/410 The Business Task.mp4 39.15 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/411 Introducing the Data Set.en.srt 4.15 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/411 Introducing the Data Set.mp4 40.86 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/412 Absenteeism-data.csv 32.05 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/412 data-preprocessing-homework.pdf 134.47 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/412 What to Expect from the Following Sections.html 3.35 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/413 Importing the Absenteeism Data in Python.en.srt 3.99 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/413 Importing the Absenteeism Data in Python.mp4 23.15 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/414 Checking the Content of the Data Set.en.srt 7.04 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/414 Checking the Content of the Data Set.mp4 61.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/415 Introduction to Terms with Multiple Meanings.en.srt 4.05 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/415 Introduction to Terms with Multiple Meanings.mp4 27.85 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/416 Whats Regression Analysis - a Quick Refresher.html 3.71 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/417 Using a Statistical Approach towards the Solution to the Exercise.en.srt 2.8 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/417 Using a Statistical Approach towards the Solution to the Exercise.mp4 20.18 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/418 Dropping a Column from a DataFrame in Python.en.srt 7.81 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/418 Dropping a Column from a DataFrame in Python.mp4 61.76 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/419 EXERCISE - Dropping a Column from a DataFrame in Python.html 1.72 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/420 SOLUTION - Dropping a Column from a DataFrame in Python.html 1009 B
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/421 Analyzing the Reasons for Absence.en.srt 5.85 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/421 Analyzing the Reasons for Absence.mp4 40.57 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/422 Obtaining Dummies from a Single Feature.en.srt 10.2 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/422 Obtaining Dummies from a Single Feature.mp4 81.11 MB
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/424 SOLUTION - Obtaining Dummies from a Single Feature.html 1007 B
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/425 Dropping a Dummy Variable from the Data Set.html 3.2 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/426 More on Dummy Variables A Statistical Perspective.en.srt 1.7 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/426 More on Dummy Variables A Statistical Perspective.mp4 13.74 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/427 Classifying the Various Reasons for Absence.en.srt 10.02 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/427 Classifying the Various Reasons for Absence.mp4 74.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/428 Using .concat() in Python.en.srt 5.07 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/428 Using .concat() in Python.mp4 38.73 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/429 EXERCISE - Using .concat() in Python.html 1.04 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/430 SOLUTION - Using .concat() in Python.html 1019 B
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/431 Reordering Columns in a Pandas DataFrame in Python.en.srt 1.82 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/431 Reordering Columns in a Pandas DataFrame in Python.mp4 14.01 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/432 EXERCISE - Reordering Columns in a Pandas DataFrame in Python.html 1.04 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/433 SOLUTION - Reordering Columns in a Pandas DataFrame in Python.html 1.34 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/434 Creating Checkpoints while Coding in Jupyter.en.srt 3.64 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/434 Creating Checkpoints while Coding in Jupyter.mp4 25.67 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/435 EXERCISE - Creating Checkpoints while Coding in Jupyter.html 1.01 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/436 SOLUTION - Creating Checkpoints while Coding in Jupyter.html 1013 B
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/437 Analyzing the Dates from the Initial Data Set.mp4 57.28 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/438 Extracting the Month Value from the Date Column.en.srt 7.97 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/438 Extracting the Month Value from the Date Column.mp4 47.79 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/439 Extracting the Day of the Week from the Date Column.en.srt 4.47 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/439 Extracting the Day of the Week from the Date Column.mp4 27.96 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/440 EXERCISE - Removing the Date Column.html 2.07 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/441 Analyzing Several Straightforward Columns for this Exercise.en.srt 4.34 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/441 Analyzing Several Straightforward Columns for this Exercise.mp4 29.51 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/442 Working on Education Children and Pets.en.srt 5.67 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/442 Working on Education Children and Pets.mp4 39.59 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/443 Final Remarks of this Section.en.srt 2.47 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/443 Final Remarks of this Section.mp4 21.63 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/444 A Note on Exporting Your Data as a .csv File.html 1.73 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/external-assets-links.txt 704 B
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/445 Absenteeism-preprocessed.csv 29.13 KB
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The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/445 Exploring the Problem with a Machine Learning Mindset.mp4 27.54 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/446 Creating the Targets for the Logistic Regression.en.srt 8.39 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/446 Creating the Targets for the Logistic Regression.mp4 45.79 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/447 Selecting the Inputs for the Logistic Regression.en.srt 3.66 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/447 Selecting the Inputs for the Logistic Regression.mp4 16.75 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/448 Standardizing the Data.en.srt 4.19 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/448 Standardizing the Data.mp4 20.59 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/449 Splitting the Data for Training and Testing.en.srt 8.1 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/449 Splitting the Data for Training and Testing.mp4 52.76 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/450 Fitting the Model and Assessing its Accuracy.en.srt 7.38 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/450 Fitting the Model and Assessing its Accuracy.mp4 41.62 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/451 Creating a Summary Table with the Coefficients and Intercept.en.srt 6.62 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/451 Creating a Summary Table with the Coefficients and Intercept.mp4 38.87 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/452 Interpreting the Coefficients for Our Problem.en.srt 7.89 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/452 Interpreting the Coefficients for Our Problem.mp4 52.37 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/453 Standardizing only the Numerical Variables (Creating a Custom Scaler).en.srt 5.03 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/453 Standardizing only the Numerical Variables (Creating a Custom Scaler).mp4 41.19 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/454 Interpreting the Coefficients of the Logistic Regression.en.srt 7.25 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/454 Interpreting the Coefficients of the Logistic Regression.mp4 40.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/455 Backward Elimination or How to Simplify Your Model.en.srt 5.24 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/455 Backward Elimination or How to Simplify Your Model.mp4 39.56 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/456 Testing the Model We Created.en.srt 6.5 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/456 Testing the Model We Created.mp4 49.06 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/457 Saving the Model and Preparing it for Deployment.en.srt 5.57 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/457 Saving the Model and Preparing it for Deployment.mp4 37.45 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/458 ARTICLE - A Note on pickling.html 2.99 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/459 EXERCISE - Saving the Model (and Scaler).html 1.14 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/460 Preparing the Deployment of the Model through a Module.en.srt 5.62 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/460 Preparing the Deployment of the Model through a Module.mp4 44.48 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/external-assets-links.txt 778 B
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/461 Are You Sure Youre All Set.html 1.35 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/462 Deploying the absenteeism_module - Part I.en.srt 4.76 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/462 Deploying the absenteeism_module - Part I.mp4 25.48 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/463 Deploying the absenteeism_module - Part II.en.srt 7.53 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/463 Deploying the absenteeism_module - Part II.mp4 54.25 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/464 Exporting the Obtained Data Set as a .csv.html 1.84 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/external-assets-links.txt 277 B
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/465 EXERCISE - Age vs Probability.html 1.23 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/466 Analyzing Age vs Probability in Tableau.en.srt 10.01 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/466 Analyzing Age vs Probability in Tableau.mp4 56.55 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/467 EXERCISE - Reasons vs Probability.html 1.24 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/468 Analyzing Reasons vs Probability in Tableau.en.srt 9.54 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/468 Analyzing Reasons vs Probability in Tableau.mp4 59.33 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/469 EXERCISE - Transportation Expense vs Probability.html 1.41 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/470 Analyzing Transportation Expense vs Probability in Tableau.en.srt 7.21 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/470 Analyzing Transportation Expense vs Probability in Tableau.mp4 40.63 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/62 Bonus Lecture/471 Bonus Lecture Next Steps.html 4.1 KB
The Data Science Course 2020 - Complete Data Science Bootcamp/62 Bonus Lecture/ReadMe.txt 220 B
The Data Science Course 2020 - Complete Data Science Bootcamp/62 Bonus Lecture/Visit Coursedrive.org.url 124 B

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The Data Science Course 2020 - Complete Data Science Bootcamp

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