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0. Websites you may like/[CourseClub.Me].url 122 B
0. Websites you may like/[GigaCourse.Com].url 49 B
1 - Part 1 Introduction/1 - A Practical Example What You Will Learn in This Course English.srt 8.49 KB
1 - Part 1 Introduction/1 - A Practical Example What You Will Learn in This Course.mp4 67.82 MB
1 - Part 1 Introduction/2 - What Does the Course Cover English.srt 6.77 KB
1 - Part 1 Introduction/2 - What Does the Course Cover.mp4 51.93 MB
1 - Part 1 Introduction/3 - Download All Resources and Important FAQ.html 21.34 KB
1 - Part 1 Introduction/3 - Download all resources.txt 73 B
1 - Part 1 Introduction/3 - FAQ-The-Data-Science-Course.pdf 306.1 KB
10 - Probability Combinatorics/29 - Course-Notes-Combinatorics.pdf 226.12 KB
10 - Probability Combinatorics/29 - Fundamentals of Combinatorics English.srt 1.8 KB
10 - Probability Combinatorics/29 - Fundamentals of Combinatorics.mp4 9.39 MB
10 - Probability Combinatorics/30 - Permutations and How to Use Them English.srt 5.46 KB
10 - Probability Combinatorics/30 - Permutations and How to Use Them.mp4 26.47 MB
10 - Probability Combinatorics/31 - Simple Operations with Factorials English.srt 4.22 KB
10 - Probability Combinatorics/31 - Simple Operations with Factorials.mp4 14.61 MB
10 - Probability Combinatorics/32 - Solving Variations with Repetition English.srt 4.65 KB
10 - Probability Combinatorics/32 - Solving Variations with Repetition.mp4 20.36 MB
10 - Probability Combinatorics/33 - Solving Variations without Repetition English.srt 6.16 KB
10 - Probability Combinatorics/33 - Solving Variations without Repetition.mp4 16.87 MB
10 - Probability Combinatorics/34 - Combinations-With-Repetition.pdf 207.41 KB
10 - Probability Combinatorics/34 - Solving Combinations English.srt 7.52 KB
10 - Probability Combinatorics/34 - Solving Combinations.mp4 35.01 MB
10 - Probability Combinatorics/35 - Symmetry of Combinations English.srt 5.59 KB
10 - Probability Combinatorics/35 - Symmetry of Combinations.mp4 20.64 MB
10 - Probability Combinatorics/35 - Symmetry-Explained.pdf 85.04 KB
10 - Probability Combinatorics/36 - Solving Combinations with Separate Sample Spaces English.srt 5.06 KB
10 - Probability Combinatorics/36 - Solving Combinations with Separate Sample Spaces.mp4 19.83 MB
10 - Probability Combinatorics/37 - Combinatorics in RealLife The Lottery English.srt 5.25 KB
10 - Probability Combinatorics/37 - Combinatorics in RealLife The Lottery.mp4 25.6 MB
10 - Probability Combinatorics/38 - A Recap of Combinatorics English.srt 4.77 KB
10 - Probability Combinatorics/38 - A Recap of Combinatorics.mp4 23.36 MB
10 - Probability Combinatorics/39 - A Practical Example of Combinatorics English.srt 19.26 KB
10 - Probability Combinatorics/39 - A Practical Example of Combinatorics.mp4 120.79 MB
10 - Probability Combinatorics/39 - Additional-Exercises-Combinatorics-Solutions.pdf 245.67 KB
10 - Probability Combinatorics/39 - Additional-Exercises-Combinatorics.pdf 106.58 KB
11 - Probability Bayesian Inference/40 - Course-Notes-Bayesian-Inference.pdf 386.01 KB
11 - Probability Bayesian Inference/40 - Sets and Events English.srt 6.75 KB
11 - Probability Bayesian Inference/40 - Sets and Events.mp4 27.2 MB
11 - Probability Bayesian Inference/41 - Ways Sets Can Interact English.srt 5.69 KB
11 - Probability Bayesian Inference/41 - Ways Sets Can Interact.mp4 29.65 MB
11 - Probability Bayesian Inference/42 - Intersection of Sets English.srt 3.17 KB
11 - Probability Bayesian Inference/42 - Intersection of Sets.mp4 16.47 MB
11 - Probability Bayesian Inference/43 - Union of Sets English.srt 7.74 KB
11 - Probability Bayesian Inference/43 - Union of Sets.mp4 35.24 MB
11 - Probability Bayesian Inference/44 - Mutually Exclusive Sets English.srt 3.42 KB
11 - Probability Bayesian Inference/44 - Mutually Exclusive Sets.mp4 15.2 MB
11 - Probability Bayesian Inference/45 - Dependence and Independence of Sets English.srt 4.29 KB
11 - Probability Bayesian Inference/45 - Dependence and Independence of Sets.mp4 21.31 MB
11 - Probability Bayesian Inference/46 - The Conditional Probability Formula English.srt 7.45 KB
11 - Probability Bayesian Inference/46 - The Conditional Probability Formula.mp4 27.54 MB
11 - Probability Bayesian Inference/47 - The Law of Total Probability English.srt 4.96 KB
11 - Probability Bayesian Inference/47 - The Law of Total Probability.mp4 21.74 MB
11 - Probability Bayesian Inference/48 - The Additive Rule English.srt 3.26 KB
11 - Probability Bayesian Inference/48 - The Additive Rule.mp4 16.92 MB
11 - Probability Bayesian Inference/49 - The Multiplication Law English.srt 5.85 KB
11 - Probability Bayesian Inference/49 - The Multiplication Law.mp4 25.15 MB
11 - Probability Bayesian Inference/50 - Bayes Law English.srt 9.56 KB
11 - Probability Bayesian Inference/50 - Bayes Law.mp4 31.98 MB
11 - Probability Bayesian Inference/51 - A Practical Example of Bayesian Inference English.srt 25.22 KB
11 - Probability Bayesian Inference/51 - A Practical Example of Bayesian Inference.mp4 298.98 MB
11 - Probability Bayesian Inference/51 - Bayesian-Homework-Solutions.pdf 30.35 KB
11 - Probability Bayesian Inference/51 - Bayesian-Homework.pdf 27.26 KB
11 - Probability Bayesian Inference/51 - CDS-2017-2018-Hamilton.pdf 845.31 KB
12 - Probability Distributions/52 - Course-Notes-Probability-Distributions.pdf 463.95 KB
12 - Probability Distributions/52 - Fundamentals of Probability Distributions English.srt 10.49 KB
12 - Probability Distributions/52 - Fundamentals of Probability Distributions.mp4 30.08 MB
12 - Probability Distributions/53 - Types of Probability Distributions English.srt 13.06 KB
12 - Probability Distributions/53 - Types of Probability Distributions.mp4 50.86 MB
12 - Probability Distributions/54 - Characteristics of Discrete Distributions English.srt 3.16 KB
12 - Probability Distributions/54 - Characteristics of Discrete Distributions.mp4 13.86 MB
12 - Probability Distributions/55 - Discrete Distributions The Uniform Distribution English.srt 3.57 KB
12 - Probability Distributions/55 - Discrete Distributions The Uniform Distribution.mp4 14.97 MB
12 - Probability Distributions/56 - Discrete Distributions The Bernoulli Distribution English.srt 6.79 KB
12 - Probability Distributions/56 - Discrete Distributions The Bernoulli Distribution.mp4 20.82 MB
12 - Probability Distributions/57 - Discrete Distributions The Binomial Distribution English.srt 10.95 KB
12 - Probability Distributions/57 - Discrete Distributions The Binomial Distribution.mp4 44.45 MB
12 - Probability Distributions/58 - Discrete Distributions The Poisson Distribution English.srt 9.03 KB
12 - Probability Distributions/58 - Discrete Distributions The Poisson Distribution.mp4 35.11 MB
12 - Probability Distributions/58 - Poisson-Expected-Value-and-Variance.pdf 145.99 KB
12 - Probability Distributions/59 - Characteristics of Continuous Distributions English.srt 11.41 KB
12 - Probability Distributions/59 - Characteristics of Continuous Distributions.mp4 54.66 MB
12 - Probability Distributions/59 - Solving-Integrals.pdf 343.85 KB
12 - Probability Distributions/60 - Continuous Distributions The Normal Distribution English.srt 6.33 KB
12 - Probability Distributions/60 - Continuous Distributions The Normal Distribution.mp4 30.01 MB
12 - Probability Distributions/60 - Normal-Distribution-Exp-and-Var.pdf 144.08 KB
12 - Probability Distributions/61 - Continuous Distributions The Standard Normal Distribution English.srt 7.11 KB
12 - Probability Distributions/61 - Continuous Distributions The Standard Normal Distribution.mp4 29.85 MB
12 - Probability Distributions/62 - Continuous Distributions The Students T Distribution English.srt 3.98 KB
12 - Probability Distributions/62 - Continuous Distributions The Students T Distribution.mp4 14.11 MB
12 - Probability Distributions/63 - Continuous Distributions The ChiSquared Distribution English.srt 3.67 KB
12 - Probability Distributions/63 - Continuous Distributions The ChiSquared Distribution.mp4 15.92 MB
12 - Probability Distributions/64 - Continuous Distributions The Exponential Distribution English.srt 5.56 KB
12 - Probability Distributions/64 - Continuous Distributions The Exponential Distribution.mp4 24.37 MB
12 - Probability Distributions/65 - Continuous Distributions The Logistic Distribution English.srt 6.69 KB
12 - Probability Distributions/65 - Continuous Distributions The Logistic Distribution.mp4 25.02 MB
12 - Probability Distributions/66 - A Practical Example of Probability Distributions English.srt 26.47 KB
12 - Probability Distributions/66 - A Practical Example of Probability Distributions.mp4 283.7 MB
12 - Probability Distributions/66 - Customers-Membership-post.xlsx 15.62 KB
12 - Probability Distributions/66 - Customers-Membership.xlsx 9.69 KB
12 - Probability Distributions/66 - Daily-Views-post.xlsx 20.21 KB
12 - Probability Distributions/66 - Daily-Views.xlsx 9.53 KB
12 - Probability Distributions/66 - FIFA19-post.csv 8.64 MB
12 - Probability Distributions/66 - FIFA19.csv 8.64 MB
13 - Probability Probability in Other Fields/67 - Probability in Finance English.srt 12.64 KB
13 - Probability Probability in Other Fields/67 - Probability in Finance.mp4 62.5 MB
13 - Probability Probability in Other Fields/67 - Probability-in-Finance-Homework.pdf 110.68 KB
13 - Probability Probability in Other Fields/67 - Probability-in-Finance-Solutions.pdf 184.46 KB
13 - Probability Probability in Other Fields/68 - Probability in Statistics English.srt 11.38 KB
13 - Probability Probability in Other Fields/68 - Probability in Statistics.mp4 48.52 MB
13 - Probability Probability in Other Fields/69 - Probability in Data Science English.srt 8.88 KB
13 - Probability Probability in Other Fields/69 - Probability in Data Science.mp4 38.95 MB
13 - Probability Probability in Other Fields/69 - Probability-Cheat-Sheet.pdf 320.28 KB
13 - Probability Probability in Other Fields/[CourseClub.Me].url 122 B
13 - Probability Probability in Other Fields/[GigaCourse.Com].url 49 B
14 - Part 3 Statistics/70 - Course-notes-descriptive-statistics.pdf 482.21 KB
14 - Part 3 Statistics/70 - Population and Sample English.srt 7.28 KB
14 - Part 3 Statistics/70 - Population and Sample.mp4 52.97 MB
14 - Part 3 Statistics/70 - Statistics-Glossary.xlsx 20.26 KB
15 - Statistics Descriptive Statistics/71 - Course-notes-descriptive-statistics.pdf 482.21 KB
15 - Statistics Descriptive Statistics/71 - Glossary.xlsx 19.97 KB
15 - Statistics Descriptive Statistics/71 - Types of Data English.srt 7.18 KB
15 - Statistics Descriptive Statistics/71 - Types of Data.mp4 64.57 MB
15 - Statistics Descriptive Statistics/72 - Levels of Measurement English.srt 5.99 KB
15 - Statistics Descriptive Statistics/72 - Levels of Measurement.mp4 45.03 MB
15 - Statistics Descriptive Statistics/73 - 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx 30.77 KB
15 - Statistics Descriptive Statistics/73 - Categorical Variables Visualization Techniques English.srt 8.31 KB
15 - Statistics Descriptive Statistics/73 - Categorical Variables Visualization Techniques.mp4 53.22 MB
15 - Statistics Descriptive Statistics/74 - 2.3.Categorical-variables.Visualization-techniques-exercise-solution.xlsx 41.11 KB
15 - Statistics Descriptive Statistics/74 - 2.3.Categorical-variables.Visualization-techniques-exercise.xlsx 15.24 KB
15 - Statistics Descriptive Statistics/74 - Categorical Variables Exercise.html 81 B
15 - Statistics Descriptive Statistics/74 - Statistics-PDF-with-Excel-Solutions-that-dont-visualize-properly.pdf 289.12 KB
15 - Statistics Descriptive Statistics/75 - 2.4.Numerical-variables.Frequency-distribution-table-lesson.xlsx 11.44 KB
15 - Statistics Descriptive Statistics/75 - Numerical Variables Frequency Distribution Table English.srt 5.5 KB
15 - Statistics Descriptive Statistics/75 - Numerical Variables Frequency Distribution Table.mp4 34.06 MB
15 - Statistics Descriptive Statistics/76 - 2.4.Numerical-variables.Frequency-distribution-table-exercise-solution.xlsx 13.15 KB
15 - Statistics Descriptive Statistics/76 - Numerical Variables Exercise.html 81 B
15 - Statistics Descriptive Statistics/77 - 2.5.The-Histogram-lesson.xlsx 18.63 KB
15 - Statistics Descriptive Statistics/77 - The Histogram English.srt 4.21 KB
15 - Statistics Descriptive Statistics/77 - The Histogram.mp4 18.74 MB
15 - Statistics Descriptive Statistics/78 - 2.5.The-Histogram-exercise-solution.xlsx 17.1 KB
15 - Statistics Descriptive Statistics/78 - 2.5.The-Histogram-exercise.xlsx 15.5 KB
15 - Statistics Descriptive Statistics/78 - Histogram Exercise.html 81 B
15 - Statistics Descriptive Statistics/78 - Statistics-PDF-with-Excel-Solutions-that-dont-visualize-properly.pdf 289.12 KB
15 - Statistics Descriptive Statistics/79 - 2.6.Cross-table-and-scatter-plot.xlsx 26.12 KB
15 - Statistics Descriptive Statistics/79 - Cross Tables and Scatter Plots English.srt 8.57 KB
15 - Statistics Descriptive Statistics/79 - Cross Tables and Scatter Plots.mp4 35.53 MB
15 - Statistics Descriptive Statistics/80 - 2.6.Cross-table-and-scatter-plot-exercise-solution.xlsx 40.44 KB
15 - Statistics Descriptive Statistics/80 - 2.6.Cross-table-and-scatter-plot-exercise.xlsx 16.28 KB
15 - Statistics Descriptive Statistics/80 - Cross Tables and Scatter Plots Exercise.html 81 B
15 - Statistics Descriptive Statistics/81 - 2.7.Mean-median-and-mode-lesson.xlsx 10.49 KB
15 - Statistics Descriptive Statistics/81 - Mean median and mode English.srt 7.46 KB
15 - Statistics Descriptive Statistics/81 - Mean median and mode.mp4 47.99 MB
15 - Statistics Descriptive Statistics/82 - 2.7.Mean-median-and-mode-exercise-solution.xlsx 11.35 KB
15 - Statistics Descriptive Statistics/82 - 2.7.Mean-median-and-mode-exercise.xlsx 10.87 KB
15 - Statistics Descriptive Statistics/82 - Mean Median and Mode Exercise.html 81 B
15 - Statistics Descriptive Statistics/83 - 2.8.Skewness-lesson.xlsx 34.63 KB
15 - Statistics Descriptive Statistics/83 - Skewness English.srt 4.59 KB
15 - Statistics Descriptive Statistics/83 - Skewness.mp4 26.68 MB
15 - Statistics Descriptive Statistics/84 - 2.8.Skewness-exercise-solution.xlsx 19.78 KB
15 - Statistics Descriptive Statistics/84 - 2.8.Skewness-exercise.xlsx 9.49 KB
15 - Statistics Descriptive Statistics/84 - Skewness Exercise.html 81 B
15 - Statistics Descriptive Statistics/85 - 2.9.Variance-lesson.xlsx 10.08 KB
15 - Statistics Descriptive Statistics/85 - Variance English.srt 10.24 KB
15 - Statistics Descriptive Statistics/85 - Variance.mp4 44.12 MB
15 - Statistics Descriptive Statistics/86 - 2.9.Variance-exercise-solution.xlsx 11.05 KB
15 - Statistics Descriptive Statistics/86 - 2.9.Variance-exercise.xlsx 10.83 KB
15 - Statistics Descriptive Statistics/86 - Variance Exercise.html 522 B
15 - Statistics Descriptive Statistics/87 - 2.10.Standard-deviation-and-coefficient-of-variation-lesson.xlsx 10.97 KB
15 - Statistics Descriptive Statistics/87 - Standard Deviation and Coefficient of Variation English.srt 7.88 KB
15 - Statistics Descriptive Statistics/87 - Standard Deviation and Coefficient of Variation.mp4 36.77 MB
15 - Statistics Descriptive Statistics/88 - 2.10.Standard-deviation-and-coefficient-of-variation-exercise-solution.xlsx 12.6 KB
15 - Statistics Descriptive Statistics/88 - 2.10.Standard-deviation-and-coefficient-of-variation-exercise.xlsx 11.61 KB
15 - Statistics Descriptive Statistics/88 - Standard Deviation and Coefficient of Variation Exercise.html 81 B
15 - Statistics Descriptive Statistics/89 - 2.11.Covariance-lesson.xlsx 24.92 KB
15 - Statistics Descriptive Statistics/89 - Covariance English.srt 6.38 KB
15 - Statistics Descriptive Statistics/89 - Covariance.mp4 35.7 MB
15 - Statistics Descriptive Statistics/90 - 2.11.Covariance-exercise-solution.xlsx 29.51 KB
15 - Statistics Descriptive Statistics/90 - 2.11.Covariance-exercise.xlsx 20.23 KB
15 - Statistics Descriptive Statistics/90 - Covariance Exercise.html 81 B
15 - Statistics Descriptive Statistics/91 - Correlation Coefficient English.srt 6.17 KB
15 - Statistics Descriptive Statistics/91 - Correlation Coefficient.mp4 39.96 MB
15 - Statistics Descriptive Statistics/92 - 2.12.Correlation-exercise-solution.xlsx 29.48 KB
15 - Statistics Descriptive Statistics/92 - 2.12.Correlation-exercise.xlsx 29.3 KB
15 - Statistics Descriptive Statistics/92 - Correlation Coefficient Exercise.html 81 B
16 - Statistics Practical Example Descriptive Statistics/93 - 2.13.Practical-example.Descriptive-statistics-lesson.xlsx 146.51 KB
16 - Statistics Practical Example Descriptive Statistics/93 - Practical Example Descriptive Statistics English.srt 26.41 KB
16 - Statistics Practical Example Descriptive Statistics/93 - Practical Example Descriptive Statistics.mp4 247.26 MB
16 - Statistics Practical Example Descriptive Statistics/94 - 2.13.Practical-example.Descriptive-statistics-exercise-solution.xlsx 146.38 KB
16 - Statistics Practical Example Descriptive Statistics/94 - 2.13.Practical-example.Descriptive-statistics-exercise.xlsx 120.27 KB
16 - Statistics Practical Example Descriptive Statistics/94 - Practical Example Descriptive Statistics Exercise.html 81 B
17 - Statistics Inferential Statistics Fundamentals/100 - Central Limit Theorem English.srt 6.94 KB
17 - Statistics Inferential Statistics Fundamentals/100 - Central Limit Theorem.mp4 36.03 MB
17 - Statistics Inferential Statistics Fundamentals/101 - Standard error English.srt 2.6 KB
17 - Statistics Inferential Statistics Fundamentals/101 - Standard error.mp4 10.12 MB
17 - Statistics Inferential Statistics Fundamentals/102 - Estimators and Estimates English.srt 4.98 KB
17 - Statistics Inferential Statistics Fundamentals/102 - Estimators and Estimates.mp4 42.23 MB
17 - Statistics Inferential Statistics Fundamentals/95 - Course-notes-inferential-statistics.pdf 382.32 KB
17 - Statistics Inferential Statistics Fundamentals/95 - Introduction English.srt 2.04 KB
17 - Statistics Inferential Statistics Fundamentals/95 - Introduction.mp4 5.13 MB
17 - Statistics Inferential Statistics Fundamentals/96 - 3.2.What-is-a-distribution-lesson.xlsx 19.46 KB
17 - Statistics Inferential Statistics Fundamentals/96 - Course-notes-inferential-statistics.pdf 382.32 KB
17 - Statistics Inferential Statistics Fundamentals/96 - What is a Distribution English.srt 7.34 KB
17 - Statistics Inferential Statistics Fundamentals/96 - What is a Distribution.mp4 26.87 MB
17 - Statistics Inferential Statistics Fundamentals/97 - The Normal Distribution English.srt 6.47 KB
17 - Statistics Inferential Statistics Fundamentals/97 - The Normal Distribution.mp4 53.57 MB
17 - Statistics Inferential Statistics Fundamentals/98 - 3.4.Standard-normal-distribution-lesson.xlsx 10.38 KB
17 - Statistics Inferential Statistics Fundamentals/98 - The Standard Normal Distribution English.srt 4.99 KB
17 - Statistics Inferential Statistics Fundamentals/98 - The Standard Normal Distribution.mp4 13.79 MB
17 - Statistics Inferential Statistics Fundamentals/99 - 3.4.Standard-normal-distribution-exercise-solution.xlsx 24.04 KB
17 - Statistics Inferential Statistics Fundamentals/99 - 3.4.Standard-normal-distribution-exercise.xlsx 11.99 KB
17 - Statistics Inferential Statistics Fundamentals/99 - The Standard Normal Distribution Exercise.html 81 B
18 - Statistics Inferential Statistics Confidence Intervals/103 - What are Confidence Intervals English.srt 3.99 KB
18 - Statistics Inferential Statistics Confidence Intervals/103 - What are Confidence Intervals.mp4 43.56 MB
18 - Statistics Inferential Statistics Confidence Intervals/104 - 3.9.Population-variance-known-z-score-lesson.xlsx 11.21 KB
18 - Statistics Inferential Statistics Confidence Intervals/104 - 3.9.The-z-table.xlsx 25.58 KB
18 - Statistics Inferential Statistics Confidence Intervals/104 - Confidence Intervals Population Variance Known Zscore English.srt 12.04 KB
18 - Statistics Inferential Statistics Confidence Intervals/104 - Confidence Intervals Population Variance Known Zscore.mp4 100.94 MB
18 - Statistics Inferential Statistics Confidence Intervals/105 - 3.9.Population-variance-known-z-score-exercise-solution.xlsx 11.16 KB
18 - Statistics Inferential Statistics Confidence Intervals/105 - 3.9.Population-variance-known-z-score-exercise.xlsx 10.83 KB
18 - Statistics Inferential Statistics Confidence Intervals/105 - 3.9.The-z-table.xlsx 25.58 KB
18 - Statistics Inferential Statistics Confidence Intervals/105 - Confidence Intervals Population Variance Known Zscore Exercise.html 81 B
18 - Statistics Inferential Statistics Confidence Intervals/106 - Confidence Interval Clarifications English.srt 6.96 KB
18 - Statistics Inferential Statistics Confidence Intervals/106 - Confidence Interval Clarifications.mp4 27.02 MB
18 - Statistics Inferential Statistics Confidence Intervals/107 - Students T Distribution English.srt 5.66 KB
18 - Statistics Inferential Statistics Confidence Intervals/107 - Students T Distribution.mp4 20.63 MB
18 - Statistics Inferential Statistics Confidence Intervals/108 - 3.11.Population-variance-unknown-t-score-lesson.xlsx 10.78 KB
18 - Statistics Inferential Statistics Confidence Intervals/108 - 3.11.The-t-table.xlsx 15.85 KB
18 - Statistics Inferential Statistics Confidence Intervals/108 - Confidence Intervals Population Variance Unknown Tscore English.srt 6.7 KB
18 - Statistics Inferential Statistics Confidence Intervals/108 - Confidence Intervals Population Variance Unknown Tscore.mp4 24.17 MB
18 - Statistics Inferential Statistics Confidence Intervals/109 - 3.11.Population-variance-unknown-t-score-exercise-solution.xlsx 11.1 KB
18 - Statistics Inferential Statistics Confidence Intervals/109 - 3.11.Population-variance-unknown-t-score-exercise.xlsx 10.62 KB
18 - Statistics Inferential Statistics Confidence Intervals/109 - 3.11.The-t-table.xlsx 15.85 KB
18 - Statistics Inferential Statistics Confidence Intervals/109 - Confidence Intervals Population Variance Unknown Tscore Exercise.html 81 B
18 - Statistics Inferential Statistics Confidence Intervals/110 - Margin of Error English.srt 8.01 KB
18 - Statistics Inferential Statistics Confidence Intervals/110 - Margin of Error.mp4 48.54 MB
18 - Statistics Inferential Statistics Confidence Intervals/111 - 3.13.Confidence-intervals.Two-means.Dependent-samples-lesson.xlsx 10.47 KB
18 - Statistics Inferential Statistics Confidence Intervals/111 - Confidence intervals Two means Dependent samples English.srt 10.55 KB
18 - Statistics Inferential Statistics Confidence Intervals/111 - Confidence intervals Two means Dependent samples.mp4 92.21 MB
18 - Statistics Inferential Statistics Confidence Intervals/112 - 3.13.Confidence-intervals.Two-means.Dependent-samples-exercise-solution.xlsx 14.24 KB
18 - Statistics Inferential Statistics Confidence Intervals/112 - 3.13.Confidence-intervals.Two-means.Dependent-samples-exercise.xlsx 13.74 KB
18 - Statistics Inferential Statistics Confidence Intervals/112 - Confidence intervals Two means Dependent samples Exercise.html 81 B
18 - Statistics Inferential Statistics Confidence Intervals/113 - 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-lesson.xlsx 9.83 KB
18 - Statistics Inferential Statistics Confidence Intervals/113 - Confidence intervals Two means Independent Samples Part 1 English.srt 7.83 KB
18 - Statistics Inferential Statistics Confidence Intervals/113 - Confidence intervals Two means Independent Samples Part 1.mp4 18.33 MB
18 - Statistics Inferential Statistics Confidence Intervals/114 - 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise-solution.xlsx 10.12 KB
18 - Statistics Inferential Statistics Confidence Intervals/114 - 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise.xlsx 9.83 KB
18 - Statistics Inferential Statistics Confidence Intervals/114 - Confidence intervals Two means Independent Samples Part 1 Exercise.html 81 B
18 - Statistics Inferential Statistics Confidence Intervals/115 - 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-lesson.xlsx 9.52 KB
18 - Statistics Inferential Statistics Confidence Intervals/115 - Confidence intervals Two means Independent Samples Part 2 English.srt 5.82 KB
18 - Statistics Inferential Statistics Confidence Intervals/115 - Confidence intervals Two means Independent Samples Part 2.mp4 25.01 MB
18 - Statistics Inferential Statistics Confidence Intervals/116 - 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise-solution.xlsx 9.79 KB
18 - Statistics Inferential Statistics Confidence Intervals/116 - 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise.xlsx 9.17 KB
18 - Statistics Inferential Statistics Confidence Intervals/116 - Confidence intervals Two means Independent Samples Part 2 Exercise.html 81 B
18 - Statistics Inferential Statistics Confidence Intervals/117 - Confidence intervals Two means Independent Samples Part 3 English.srt 2.51 KB
18 - Statistics Inferential Statistics Confidence Intervals/117 - Confidence intervals Two means Independent Samples Part 3.mp4 11.02 MB
19 - Statistics Practical Example Inferential Statistics/118 - 3.17.Practical-example.Confidence-intervals-lesson.xlsx 1.74 MB
19 - Statistics Practical Example Inferential Statistics/118 - Practical Example Inferential Statistics English.srt 17.4 KB
19 - Statistics Practical Example Inferential Statistics/118 - Practical Example Inferential Statistics.mp4 133.98 MB
19 - Statistics Practical Example Inferential Statistics/119 - 3.17.Practical-example.Confidence-intervals-exercise-solution.xlsx 1.82 MB
19 - Statistics Practical Example Inferential Statistics/119 - 3.17.Practical-example.Confidence-intervals-exercise.xlsx 1.73 MB
19 - Statistics Practical Example Inferential Statistics/119 - Practical Example Inferential Statistics Exercise.html 81 B
2 - The Field of Data Science The Various Data Science Disciplines/4 - Data Science and Business Buzzwords Why are there so Many English.srt 9.33 KB
2 - The Field of Data Science The Various Data Science Disciplines/4 - Data Science and Business Buzzwords Why are there so Many.mp4 23.74 MB
2 - The Field of Data Science The Various Data Science Disciplines/5 - What is the difference between Analysis and Analytics English.srt 6.36 KB
2 - The Field of Data Science The Various Data Science Disciplines/5 - What is the difference between Analysis and Analytics.mp4 15.82 MB
2 - The Field of Data Science The Various Data Science Disciplines/6 - 365-DataScience-Diagram.pdf 323.08 KB
2 - The Field of Data Science The Various Data Science Disciplines/6 - Business Analytics Data Analytics and Data Science An Introduction English.srt 13.84 KB
2 - The Field of Data Science The Various Data Science Disciplines/6 - Business Analytics Data Analytics and Data Science An Introduction.mp4 29.37 MB
2 - The Field of Data Science The Various Data Science Disciplines/7 - 365-DataScience-Diagram.pdf 323.08 KB
2 - The Field of Data Science The Various Data Science Disciplines/7 - 365-DataScience.png 6.92 MB
2 - The Field of Data Science The Various Data Science Disciplines/7 - Continuing with BI ML and AI English.srt 15.55 KB
2 - The Field of Data Science The Various Data Science Disciplines/7 - Continuing with BI ML and AI.mp4 54.79 MB
2 - The Field of Data Science The Various Data Science Disciplines/8 - 365-DataScience.png 6.92 MB
2 - The Field of Data Science The Various Data Science Disciplines/8 - A Breakdown of our Data Science Infographic English.srt 6.3 KB
2 - The Field of Data Science The Various Data Science Disciplines/8 - A Breakdown of our Data Science Infographic.mp4 74.36 MB
20 - Statistics Hypothesis Testing/120 - Course-notes-hypothesis-testing.pdf 656.44 KB
20 - Statistics Hypothesis Testing/120 - Null vs Alternative Hypothesis English.srt 8.88 KB
20 - Statistics Hypothesis Testing/120 - Null vs Alternative Hypothesis.mp4 50.74 MB
20 - Statistics Hypothesis Testing/121 - Further Reading on Null and Alternative Hypothesis.html 2.29 KB
20 - Statistics Hypothesis Testing/122 - Course-notes-hypothesis-testing.pdf 656.44 KB
20 - Statistics Hypothesis Testing/122 - Rejection Region and Significance Level English.srt 10.72 KB
20 - Statistics Hypothesis Testing/122 - Rejection Region and Significance Level.mp4 59.41 MB
20 - Statistics Hypothesis Testing/123 - Type I Error and Type II Error English.srt 6.82 KB
20 - Statistics Hypothesis Testing/123 - Type I Error and Type II Error.mp4 25.35 MB
20 - Statistics Hypothesis Testing/124 - 4.4.Test-for-the-mean.Population-variance-known-lesson.xlsx 10.96 KB
20 - Statistics Hypothesis Testing/124 - Test for the Mean Population Variance Known English.srt 10.18 KB
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52 - Deep Learning Conclusion/363 - Summary on What Youve Learned English.srt 6.74 KB
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52 - Deep Learning Conclusion/365 - DeepMind and Deep Learning.html 1.05 KB
52 - Deep Learning Conclusion/366 - An overview of CNNs English.srt 7.79 KB
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52 - Deep Learning Conclusion/367 - An Overview of RNNs English.srt 4.9 KB
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52 - Deep Learning Conclusion/[CourseClub.Me].url 122 B
52 - Deep Learning Conclusion/[GigaCourse.Com].url 49 B
53 - Appendix Deep Learning TensorFlow 1 Introduction/369 - READ ME.html 564 B
53 - Appendix Deep Learning TensorFlow 1 Introduction/370 - How to Install TensorFlow 1 English.srt 4.22 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/370 - How to Install TensorFlow 1.mp4 8.8 MB
53 - Appendix Deep Learning TensorFlow 1 Introduction/371 - A Note on Installing Packages in Anaconda.html 2.28 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/372 - TensorFlow Intro English.srt 6.58 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/372 - TensorFlow Intro.mp4 23.75 MB
53 - Appendix Deep Learning TensorFlow 1 Introduction/373 - Actual Introduction to TensorFlow English.srt 2.89 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/373 - Actual Introduction to TensorFlow.mp4 17.54 MB
53 - Appendix Deep Learning TensorFlow 1 Introduction/373 - Shortcuts-for-Jupyter.pdf 619.17 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/374 - 5.3.TensorFlow-Minimal-example-Part-1.ipynb 3.36 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/374 - Types of File Formats supporting Tensors English.srt 4.28 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/374 - Types of File Formats supporting Tensors.mp4 15.11 MB
53 - Appendix Deep Learning TensorFlow 1 Introduction/375 - 5.4.TensorFlow-Minimal-example-Part-2.ipynb 6.17 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/375 - Basic NN Example with TF Inputs Outputs Targets Weights Biases English.srt 10.04 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/375 - Basic NN Example with TF Inputs Outputs Targets Weights Biases.mp4 29.12 MB
53 - Appendix Deep Learning TensorFlow 1 Introduction/376 - 5.5.TensorFlow-Minimal-example-Part-3.ipynb 8.65 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/376 - Basic NN Example with TF Loss Function and Gradient Descent English.srt 6.06 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/376 - Basic NN Example with TF Loss Function and Gradient Descent.mp4 27.25 MB
53 - Appendix Deep Learning TensorFlow 1 Introduction/377 - 5.6.TensorFlow-Minimal-example-complete.ipynb 12.15 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/377 - Basic NN Example with TF Model Output English.srt 9.84 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/377 - Basic NN Example with TF Model Output.mp4 28.21 MB
53 - Appendix Deep Learning TensorFlow 1 Introduction/378 - Basic NN Example with TF Exercises.html 1.6 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/378 - TensorFlow-Minimal-Example-All-Exercises.ipynb 13.97 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/378 - TensorFlow-Minimal-Example-Exercise-1-Solution.ipynb 23.63 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/378 - TensorFlow-Minimal-Example-Exercise-2-1-Solution.ipynb 25.54 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/378 - TensorFlow-Minimal-Example-Exercise-2-2-Solution.ipynb 25.51 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/378 - TensorFlow-Minimal-Example-Exercise-2-3-Solution.ipynb 49.96 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/378 - TensorFlow-Minimal-Example-Exercise-2-4-Solution.ipynb 21.75 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/378 - TensorFlow-Minimal-Example-Exercise-3-Solution.ipynb 26.71 KB
53 - Appendix Deep Learning TensorFlow 1 Introduction/378 - TensorFlow-Minimal-Example-Exercise-4-Solution.ipynb 26.98 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/379 - MNIST What is the MNIST Dataset English.srt 4.47 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/379 - MNIST What is the MNIST Dataset.mp4 7 MB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/380 - MNIST How to Tackle the MNIST English.srt 4.81 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/380 - MNIST How to Tackle the MNIST.mp4 12.43 MB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/381 - 12.3.TensorFlow-MNIST-with-comments-Part-1.ipynb 3.89 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/381 - MNIST Relevant Packages English.srt 2.7 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/381 - MNIST Relevant Packages.mp4 21.31 MB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/382 - 12.4.TensorFlow-MNIST-with-comments-Part-2.ipynb 6.1 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/382 - MNIST Model Outline English.srt 11.51 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/382 - MNIST Model Outline.mp4 65.74 MB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/383 - 12.5.TensorFlow-MNIST-with-comments-Part-3.ipynb 7.31 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/383 - MNIST Loss and Optimization Algorithm English.srt 4.43 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/383 - MNIST Loss and Optimization Algorithm.mp4 30.22 MB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/384 - 12.6.TensorFlow-MNIST-with-comments-Part-4.ipynb 7.9 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/384 - Calculating the Accuracy of the Model English.srt 6.59 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/384 - Calculating the Accuracy of the Model.mp4 32.62 MB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/385 - 12.7.TensorFlow-MNIST-with-comments-Part-5.ipynb 8.53 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/385 - MNIST Batching and Early Stopping English.srt 3.51 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/385 - MNIST Batching and Early Stopping.mp4 18.9 MB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/386 - 12.8.TensorFlow-MNIST-with-comments-Part-6.ipynb 11.5 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/386 - MNIST Learning English.srt 13.13 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/386 - MNIST Learning.mp4 60.01 MB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/387 - 12.9.TensorFlow-MNIST-with-comments.ipynb 13.03 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/387 - MNIST Results and Testing English.srt 10.23 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/387 - MNIST Results and Testing.mp4 88.48 MB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/388 - MNIST Exercises.html 2.16 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/388 - TensorFlow-MNIST-Exercises-All.ipynb 15.47 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/389 - 0.TensorFlow-MNIST-take-note-of-time-Solution.ipynb 14 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/389 - 1.TensorFlow-MNIST-Width-Solution.ipynb 14.01 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/389 - 2.TensorFlow-MNIST-Depth-Solution.ipynb 14.87 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/389 - 3.TensorFlow-MNIST-Width-and-Depth-Solution.ipynb 16.81 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/389 - 4.TensorFlow-MNIST-Activation-functions-Part-1-Solution.ipynb 14.35 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/389 - 5.TensorFlow-MNIST-Activation-functions-Part-2-Solution.ipynb 13.93 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/389 - 6.TensorFlow-MNIST-Batch-size-Part-1-Solution.ipynb 14.26 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/389 - 7.TensorFlow-MNIST-Batch-size-Part-2-Solution.ipynb 14.16 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/389 - 8.TensorFlow-MNIST-Learning-rate-Part-1-Solution.ipynb 14.07 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/389 - 9.TensorFlow-MNIST-Learning-rate-Part-2-Solution.ipynb 15.21 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/389 - MNIST Solutions.html 2.22 KB
54 - Appendix Deep Learning TensorFlow 1 Classifying on the MNIST Dataset/389 - TensorFlow-MNIST-around-98-percent-accuracy.ipynb 17.66 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/390 - Audiobooks-data.csv 710.77 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/390 - Business Case Getting Acquainted with the Dataset English.srt 13.76 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/390 - Business Case Getting Acquainted with the Dataset.mp4 124.62 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/391 - Business Case Outlining the Solution English.srt 3.26 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/391 - Business Case Outlining the Solution.mp4 6.29 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/392 - Audiobooks-data.csv 710.77 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/392 - The Importance of Working with a Balanced Dataset English.srt 5.46 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/392 - The Importance of Working with a Balanced Dataset.mp4 36.29 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/393 - Audiobooks-data.csv 710.77 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/393 - Business Case Preprocessing English.srt 16.98 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/393 - Business Case Preprocessing.mp4 146.32 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/393 - TensorFlow-Audiobooks-Preprocessing-with-comments.ipynb 11.19 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/393 - TensorFlow-Audiobooks-Preprocessing.ipynb 5.58 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/394 - Audiobooks-data.csv 710.77 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/394 - Business Case Preprocessing Exercise.html 389 B
55 - Appendix Deep Learning TensorFlow 1 Business Case/394 - TensorFlow-Audiobooks-Preprocessing-Exercise-Solution.ipynb 10.03 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/394 - TensorFlow-Audiobooks-Preprocessing-Exercise.ipynb 8.6 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/395 - Creating a Data Provider English.srt 10.32 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/395 - Creating a Data Provider.mp4 110.29 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/396 - Business Case Model Outline English.srt 8.94 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/396 - Business Case Model Outline.mp4 89.41 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/396 - TensorFlow-Audiobooks-Outlining-the-model-with-comments.ipynb 10.34 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/396 - TensorFlow-Audiobooks-Outlining-the-model.ipynb 9.36 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/397 - Business Case Optimization English.srt 8.65 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/397 - Business Case Optimization.mp4 50.62 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/397 - TensorFlow-Audiobooks-optimizing-the-algorithm-with-comments.ipynb 12.73 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/397 - TensorFlow-Audiobooks-optimizing-the-algorithm.ipynb 10.64 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/398 - Business Case Interpretation English.srt 3.83 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/398 - Business Case Interpretation.mp4 35.8 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/398 - TensorFlow-Audiobooks-optimizing-the-algorithm-with-comments.ipynb 12.73 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/398 - TensorFlow-Audiobooks-optimizing-the-algorithm.ipynb 10.64 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/399 - Business Case Testing the Model English.srt 3.35 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/399 - Business Case Testing the Model.mp4 7.2 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/400 - Audiobooks-data.csv 710.77 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/400 - Business Case A Comment on the Homework English.srt 6.65 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/400 - Business Case A Comment on the Homework.mp4 32.22 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/400 - TensorFlow-Audiobooks-Machine-learning-Homework.ipynb 14.4 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/400 - TensorFlow-Audiobooks-Preprocessing-with-comments.ipynb 11.19 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/401 - Audiobooks-data.csv 710.77 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/401 - Business Case Final Exercise.html 443 B
55 - Appendix Deep Learning TensorFlow 1 Business Case/401 - TensorFlow-Audiobooks-Machine-learning-Homework.ipynb 14.4 KB
55 - Appendix Deep Learning TensorFlow 1 Business Case/401 - TensorFlow-Audiobooks-Preprocessing-with-comments.ipynb 11.19 KB
56 - Software Integration/402 - What are Data Servers Clients Requests and Responses English.srt 7.84 KB
56 - Software Integration/402 - What are Data Servers Clients Requests and Responses.mp4 31.44 MB
56 - Software Integration/403 - What are Data Connectivity APIs and Endpoints English.srt 11.4 KB
56 - Software Integration/403 - What are Data Connectivity APIs and Endpoints.mp4 87.17 MB
56 - Software Integration/404 - Taking a Closer Look at APIs English.srt 13.56 KB
56 - Software Integration/404 - Taking a Closer Look at APIs.mp4 97.49 MB
56 - Software Integration/405 - Communication between Software Products through Text Files English.srt 7.3 KB
56 - Software Integration/405 - Communication between Software Products through Text Files.mp4 34.38 MB
56 - Software Integration/406 - Software Integration Explained English.srt 8.63 KB
56 - Software Integration/406 - Software Integration Explained.mp4 62.5 MB
57 - Case Study Whats Next in the Course/407 - Game Plan for this Python SQL and Tableau Business Exercise English.srt 6.87 KB
57 - Case Study Whats Next in the Course/407 - Game Plan for this Python SQL and Tableau Business Exercise.mp4 29.72 MB
57 - Case Study Whats Next in the Course/408 - The Business Task English.srt 5.09 KB
57 - Case Study Whats Next in the Course/408 - The Business Task.mp4 18.21 MB
57 - Case Study Whats Next in the Course/409 - Introducing the Data Set English.srt 5.37 KB
57 - Case Study Whats Next in the Course/409 - Introducing the Data Set.mp4 34.83 MB
58 - Case Study Preprocessing the Absenteeismdata/410 - Absenteeism-data.csv 32.05 KB
58 - Case Study Preprocessing the Absenteeismdata/410 - What to Expect from the Following Sections.html 2.48 KB
58 - Case Study Preprocessing the Absenteeismdata/410 - data-preprocessing-homework.pdf 134.47 KB
58 - Case Study Preprocessing the Absenteeismdata/410 - df-preprocessed.csv 29.11 KB
58 - Case Study Preprocessing the Absenteeismdata/411 - Importing the Absenteeism Data in Python English.srt 5.04 KB
58 - Case Study Preprocessing the Absenteeismdata/411 - Importing the Absenteeism Data in Python.mp4 41.29 MB
58 - Case Study Preprocessing the Absenteeismdata/412 - Checking the Content of the Data Set English.srt 8.86 KB
58 - Case Study Preprocessing the Absenteeismdata/412 - Checking the Content of the Data Set.mp4 116.05 MB
58 - Case Study Preprocessing the Absenteeismdata/413 - Introduction to Terms with Multiple Meanings English.srt 5.33 KB
58 - Case Study Preprocessing the Absenteeismdata/413 - Introduction to Terms with Multiple Meanings.mp4 34.23 MB
58 - Case Study Preprocessing the Absenteeismdata/414 - Whats Regression Analysis a Quick Refresher.html 2.84 KB
58 - Case Study Preprocessing the Absenteeismdata/415 - Using a Statistical Approach towards the Solution to the Exercise English.srt 3.73 KB
58 - Case Study Preprocessing the Absenteeismdata/415 - Using a Statistical Approach towards the Solution to the Exercise.mp4 17.85 MB
58 - Case Study Preprocessing the Absenteeismdata/416 - Dropping a Column from a DataFrame in Python English.srt 10.37 KB
58 - Case Study Preprocessing the Absenteeismdata/416 - Dropping a Column from a DataFrame in Python.mp4 80.68 MB
58 - Case Study Preprocessing the Absenteeismdata/417 - EXERCISE Dropping a Column from a DataFrame in Python.html 870 B
58 - Case Study Preprocessing the Absenteeismdata/418 - SOLUTION Dropping a Column from a DataFrame in Python.html 114 B
58 - Case Study Preprocessing the Absenteeismdata/419 - Analyzing the Reasons for Absence English.srt 7.48 KB
58 - Case Study Preprocessing the Absenteeismdata/419 - Analyzing the Reasons for Absence.mp4 53.87 MB
58 - Case Study Preprocessing the Absenteeismdata/420 - Obtaining Dummies from a Single Feature English.srt 13.15 KB
58 - Case Study Preprocessing the Absenteeismdata/420 - Obtaining Dummies from a Single Feature.mp4 151.69 MB
58 - Case Study Preprocessing the Absenteeismdata/421 - EXERCISE Obtaining Dummies from a Single Feature.html 129 B
58 - Case Study Preprocessing the Absenteeismdata/422 - SOLUTION Obtaining Dummies from a Single Feature.html 117 B
58 - Case Study Preprocessing the Absenteeismdata/423 - Dropping a Dummy Variable from the Data Set.html 2.34 KB
58 - Case Study Preprocessing the Absenteeismdata/424 - More on Dummy Variables A Statistical Perspective English.srt 2.1 KB
58 - Case Study Preprocessing the Absenteeismdata/424 - More on Dummy Variables A Statistical Perspective.mp4 10.15 MB
58 - Case Study Preprocessing the Absenteeismdata/425 - Classifying the Various Reasons for Absence English.srt 13.2 KB
58 - Case Study Preprocessing the Absenteeismdata/425 - Classifying the Various Reasons for Absence.mp4 122.68 MB
58 - Case Study Preprocessing the Absenteeismdata/426 - Using concat in Python English.srt 6.44 KB
58 - Case Study Preprocessing the Absenteeismdata/426 - Using concat in Python.mp4 55.02 MB
58 - Case Study Preprocessing the Absenteeismdata/427 - EXERCISE Using concat in Python.html 189 B
58 - Case Study Preprocessing the Absenteeismdata/428 - SOLUTION Using concat in Python.html 143 B
58 - Case Study Preprocessing the Absenteeismdata/429 - Reordering Columns in a Pandas DataFrame in Python English.srt 2.31 KB
58 - Case Study Preprocessing the Absenteeismdata/429 - Reordering Columns in a Pandas DataFrame in Python.mp4 19.58 MB
58 - Case Study Preprocessing the Absenteeismdata/430 - EXERCISE Reordering Columns in a Pandas DataFrame in Python.html 167 B
58 - Case Study Preprocessing the Absenteeismdata/431 - SOLUTION Reordering Columns in a Pandas DataFrame in Python.html 478 B
58 - Case Study Preprocessing the Absenteeismdata/432 - Absenteeism-Exercise-Preprocessing-df-reason-mod.ipynb 4.82 KB
58 - Case Study Preprocessing the Absenteeismdata/432 - Creating Checkpoints while Coding in Jupyter English.srt 4.48 KB
58 - Case Study Preprocessing the Absenteeismdata/432 - Creating Checkpoints while Coding in Jupyter.mp4 34.15 MB
58 - Case Study Preprocessing the Absenteeismdata/433 - EXERCISE Creating Checkpoints while Coding in Jupyter.html 137 B
58 - Case Study Preprocessing the Absenteeismdata/434 - SOLUTION Creating Checkpoints while Coding in Jupyter.html 118 B
58 - Case Study Preprocessing the Absenteeismdata/435 - Analyzing the Dates from the Initial Data Set English.srt 11.03 KB
58 - Case Study Preprocessing the Absenteeismdata/435 - Analyzing the Dates from the Initial Data Set.mp4 34.74 MB
58 - Case Study Preprocessing the Absenteeismdata/436 - Extracting the Month Value from the Date Column English.srt 9.99 KB
58 - Case Study Preprocessing the Absenteeismdata/436 - Extracting the Month Value from the Date Column.mp4 77.36 MB
58 - Case Study Preprocessing the Absenteeismdata/437 - Extracting the Day of the Week from the Date Column English.srt 6.01 KB
58 - Case Study Preprocessing the Absenteeismdata/437 - Extracting the Day of the Week from the Date Column.mp4 38.06 MB
58 - Case Study Preprocessing the Absenteeismdata/438 - Absenteeism-Exercise-Preprocessing-ChP-df-date-reason-mod.ipynb 7.33 KB
58 - Case Study Preprocessing the Absenteeismdata/438 - Absenteeism-Exercise-Preprocessing-LECTURES.ipynb 7.6 MB
58 - Case Study Preprocessing the Absenteeismdata/438 - Absenteeism-Exercise-Removing-the-Date-Column-SOLUTION.ipynb 8.33 KB
58 - Case Study Preprocessing the Absenteeismdata/438 - EXERCISE Removing the Date Column.html 1.21 KB
58 - Case Study Preprocessing the Absenteeismdata/439 - Analyzing Several Straightforward Columns for this Exercise English.srt 5.7 KB
58 - Case Study Preprocessing the Absenteeismdata/439 - Analyzing Several Straightforward Columns for this Exercise.mp4 26.21 MB
58 - Case Study Preprocessing the Absenteeismdata/440 - Working on Education Children and Pets English.srt 7.48 KB
58 - Case Study Preprocessing the Absenteeismdata/440 - Working on Education Children and Pets.mp4 35.66 MB
58 - Case Study Preprocessing the Absenteeismdata/441 - Absenteeism-Exercise-EXERCISES-and-SOLUTIONS.ipynb 4.13 KB
58 - Case Study Preprocessing the Absenteeismdata/441 - Absenteeism-Exercise-Preprocessing-df-preprocessed.ipynb 8.51 KB
58 - Case Study Preprocessing the Absenteeismdata/441 - Final Remarks of this Section English.srt 3.32 KB
58 - Case Study Preprocessing the Absenteeismdata/441 - Final Remarks of this Section.mp4 40.97 MB
58 - Case Study Preprocessing the Absenteeismdata/442 - A Note on Exporting Your Data as a csv File.html 883 B
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/443 - Absenteeism-preprocessed.csv 29.13 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/443 - Exploring the Problem with a Machine Learning Mindset English.srt 6.02 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/443 - Exploring the Problem with a Machine Learning Mindset.mp4 19.92 MB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/444 - Creating the Targets for the Logistic Regression English.srt 10.84 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/444 - Creating the Targets for the Logistic Regression.mp4 63.48 MB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/445 - Selecting the Inputs for the Logistic Regression English.srt 4.49 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/445 - Selecting the Inputs for the Logistic Regression.mp4 14.82 MB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/446 - Standardizing the Data English.srt 5.32 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/446 - Standardizing the Data.mp4 28.65 MB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/447 - Splitting the Data for Training and Testing English.srt 10.73 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/447 - Splitting the Data for Training and Testing.mp4 69.86 MB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/448 - Fitting the Model and Assessing its Accuracy English.srt 9.11 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/448 - Fitting the Model and Assessing its Accuracy.mp4 73.15 MB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/449 - Creating a Summary Table with the Coefficients and Intercept English.srt 7.8 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/449 - Creating a Summary Table with the Coefficients and Intercept.mp4 52.26 MB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/450 - Interpreting the Coefficients for Our Problem English.srt 10.73 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/450 - Interpreting the Coefficients for Our Problem.mp4 80.29 MB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/451 - Logistic Regression prior to Custom Scaler.txt 158 B
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/451 - Standardizing only the Numerical Variables Creating a Custom Scaler English.srt 6.51 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/451 - Standardizing only the Numerical Variables Creating a Custom Scaler.mp4 66.83 MB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/452 - Interpreting the Coefficients of the Logistic Regression English.srt 9.31 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/452 - Interpreting the Coefficients of the Logistic Regression.mp4 24.33 MB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/453 - Backward Elimination or How to Simplify Your Model English.srt 6.65 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/453 - Backward Elimination or How to Simplify Your Model.mp4 63.32 MB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/453 - Logistic Regression prior to Backward Elimination.txt 165 B
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/454 - Testing the Model We Created English.srt 8.11 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/454 - Testing the Model We Created.mp4 61.25 MB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/455 - Saving the Model and Preparing it for Deployment English.srt 7.16 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/455 - Saving the Model and Preparing it for Deployment.mp4 50.14 MB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/456 - ARTICLE A Note on pickling.html 2.14 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/457 - EXERCISE Saving the Model and Scaler.html 284 B
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/457 - Logistic Regression with Comments.txt 149 B
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/457 - Logistic Regression.txt 135 B
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/458 - Preparing the Deployment of the Model through a Module English.srt 7.4 KB
59 - Case Study Applying Machine Learning to Create the absenteeismmodule/458 - Preparing the Deployment of the Model through a Module.mp4 54.86 MB
6 - The Field of Data Science Popular Data Science Tools/22 - Necessary Programming Languages and Software Used in Data Science English.srt 10.04 KB
6 - The Field of Data Science Popular Data Science Tools/22 - Necessary Programming Languages and Software Used in Data Science.mp4 132.08 MB
60 - Case Study Loading the absenteeismmodule/459 - Absenteeism-Exercise-Integration.ipynb 62.35 KB
60 - Case Study Loading the absenteeismmodule/459 - Absenteeism-new-data.csv 1.87 KB
60 - Case Study Loading the absenteeismmodule/459 - Are You Sure Youre All Set.html 519 B
60 - Case Study Loading the absenteeismmodule/459 - absenteeism-module.py 6.62 KB
60 - Case Study Loading the absenteeismmodule/459 - model 1.01 KB
60 - Case Study Loading the absenteeismmodule/459 - scaler 1.86 KB
60 - Case Study Loading the absenteeismmodule/460 - Deploying the absenteeismmodule Part I English.srt 6.17 KB
60 - Case Study Loading the absenteeismmodule/460 - Deploying the absenteeismmodule Part I.mp4 39.32 MB
60 - Case Study Loading the absenteeismmodule/461 - Deploying the absenteeismmodule Part II English.srt 10.03 KB
60 - Case Study Loading the absenteeismmodule/461 - Deploying the absenteeismmodule Part II.mp4 100.73 MB
60 - Case Study Loading the absenteeismmodule/462 - Absenteeism-Exercise-Deploying-the-absenteeism-module.ipynb 973 B
60 - Case Study Loading the absenteeismmodule/462 - Exporting the Obtained Data Set as a csv.html 998 B
61 - Case Study Analyzing the Predicted Outputs in Tableau/463 - Absenteeism-predictions.csv 2.1 KB
61 - Case Study Analyzing the Predicted Outputs in Tableau/463 - EXERCISE Age vs Probability.html 385 B
61 - Case Study Analyzing the Predicted Outputs in Tableau/464 - Absenteeism-predictions.csv 2.1 KB
61 - Case Study Analyzing the Predicted Outputs in Tableau/464 - Analyzing Age vs Probability in Tableau English.srt 12.75 KB
61 - Case Study Analyzing the Predicted Outputs in Tableau/464 - Analyzing Age vs Probability in Tableau.mp4 76.96 MB
61 - Case Study Analyzing the Predicted Outputs in Tableau/465 - EXERCISE Reasons vs Probability.html 397 B
61 - Case Study Analyzing the Predicted Outputs in Tableau/466 - Analyzing Reasons vs Probability in Tableau English.srt 11.95 KB
61 - Case Study Analyzing the Predicted Outputs in Tableau/466 - Analyzing Reasons vs Probability in Tableau.mp4 80.1 MB
61 - Case Study Analyzing the Predicted Outputs in Tableau/467 - EXERCISE Transportation Expense vs Probability.html 553 B
61 - Case Study Analyzing the Predicted Outputs in Tableau/468 - Analyzing Transportation Expense vs Probability in Tableau English.srt 9.6 KB
61 - Case Study Analyzing the Predicted Outputs in Tableau/468 - Analyzing Transportation Expense vs Probability in Tableau.mp4 34.98 MB
62 - Appendix Additional Python Tools/469 - Additional-Python-Tools-Exercises.ipynb 11.37 KB
62 - Appendix Additional Python Tools/469 - Additional-Python-Tools-Lectures.ipynb 13.47 KB
62 - Appendix Additional Python Tools/469 - Additional-Python-Tools-Solutions.ipynb 25.49 KB
62 - Appendix Additional Python Tools/469 - Using the format Method English.srt 15.83 KB
62 - Appendix Additional Python Tools/469 - Using the format Method.mp4 45.42 MB
62 - Appendix Additional Python Tools/470 - Iterating Over Range Objects English.srt 8.06 KB
62 - Appendix Additional Python Tools/470 - Iterating Over Range Objects.mp4 22.56 MB
62 - Appendix Additional Python Tools/471 - Introduction to Nested For Loops English.srt 10.61 KB
62 - Appendix Additional Python Tools/471 - Introduction to Nested For Loops.mp4 21.1 MB
62 - Appendix Additional Python Tools/472 - Triple Nested For Loops English.srt 10.61 KB
62 - Appendix Additional Python Tools/472 - Triple Nested For Loops.mp4 63.98 MB
62 - Appendix Additional Python Tools/473 - List Comprehensions English.srt 16.03 KB
62 - Appendix Additional Python Tools/473 - List Comprehensions.mp4 49.31 MB
62 - Appendix Additional Python Tools/474 - Additional-Python-Tools-Exercises.ipynb 11.37 KB
62 - Appendix Additional Python Tools/474 - Additional-Python-Tools-Lectures.ipynb 13.47 KB
62 - Appendix Additional Python Tools/474 - Additional-Python-Tools-Solutions.ipynb 25.49 KB
62 - Appendix Additional Python Tools/474 - Anonymous Lambda Functions English.srt 13.09 KB
62 - Appendix Additional Python Tools/474 - Anonymous Lambda Functions.mp4 41.48 MB
63 - Appendix pandas Fundamentals/475 - Introduction to pandas Series English.srt 13.56 KB
63 - Appendix pandas Fundamentals/475 - Introduction to pandas Series.mp4 38.47 MB
63 - Appendix pandas Fundamentals/475 - Lending-company.csv 112.43 KB
63 - Appendix pandas Fundamentals/475 - Location.csv 13.49 KB
63 - Appendix pandas Fundamentals/475 - Region.csv 10.22 KB
63 - Appendix pandas Fundamentals/475 - Sales-products.csv 152.28 KB
63 - Appendix pandas Fundamentals/475 - pandas-Fundamentals-Exercises.ipynb 30.96 KB
63 - Appendix pandas Fundamentals/475 - pandas-Fundamentals-Lectures.ipynb 21.31 KB
63 - Appendix pandas Fundamentals/475 - pandas-Fundamentals-Solutions.ipynb 118.35 KB
63 - Appendix pandas Fundamentals/476 - A Note on Completing the Upcoming Coding Exercises.html 2.96 KB
63 - Appendix pandas Fundamentals/477 - Working with Methods in Python Part I English.srt 8.97 KB
63 - Appendix pandas Fundamentals/477 - Working with Methods in Python Part I.mp4 34.83 MB
63 - Appendix pandas Fundamentals/478 - Working with Methods in Python Part II English.srt 4.92 KB
63 - Appendix pandas Fundamentals/478 - Working with Methods in Python Part II.mp4 15.46 MB
63 - Appendix pandas Fundamentals/479 - Parameters and Arguments in pandas English.srt 7.14 KB
63 - Appendix pandas Fundamentals/479 - Parameters and Arguments in pandas.mp4 40.86 MB
63 - Appendix pandas Fundamentals/480 - Using unique and nunique English.srt 7.27 KB
63 - Appendix pandas Fundamentals/480 - Using unique and nunique.mp4 57.06 MB
63 - Appendix pandas Fundamentals/481 - Using sortvalues English.srt 6.87 KB
63 - Appendix pandas Fundamentals/481 - Using sortvalues.mp4 27.29 MB
63 - Appendix pandas Fundamentals/482 - Introduction to pandas DataFrames Part I English.srt 9.14 KB
63 - Appendix pandas Fundamentals/482 - Introduction to pandas DataFrames Part I.mp4 16.9 MB
63 - Appendix pandas Fundamentals/483 - Introduction to pandas DataFrames Part II English.srt 10 KB
63 - Appendix pandas Fundamentals/483 - Introduction to pandas DataFrames Part II.mp4 30.66 MB
63 - Appendix pandas Fundamentals/484 - pandas DataFrames Common Attributes English.srt 8.14 KB
63 - Appendix pandas Fundamentals/484 - pandas DataFrames Common Attributes.mp4 50.83 MB
63 - Appendix pandas Fundamentals/485 - Data Selection in pandas DataFrames English.srt 13.19 KB
63 - Appendix pandas Fundamentals/485 - Data Selection in pandas DataFrames.mp4 73.57 MB
63 - Appendix pandas Fundamentals/486 - pandas DataFrames Indexing with iloc English.srt 10.4 KB
63 - Appendix pandas Fundamentals/486 - pandas DataFrames Indexing with iloc.mp4 62.11 MB
63 - Appendix pandas Fundamentals/487 - Lending-company.csv 112.43 KB
63 - Appendix pandas Fundamentals/487 - Location.csv 13.49 KB
63 - Appendix pandas Fundamentals/487 - Region.csv 10.22 KB
63 - Appendix pandas Fundamentals/487 - Sales-products.csv 152.28 KB
63 - Appendix pandas Fundamentals/487 - pandas DataFrames Indexing with loc English.srt 6.94 KB
63 - Appendix pandas Fundamentals/487 - pandas DataFrames Indexing with loc.mp4 40.98 MB
63 - Appendix pandas Fundamentals/487 - pandas-Fundamentals-Exercises.ipynb 30.96 KB
63 - Appendix pandas Fundamentals/487 - pandas-Fundamentals-Lectures.ipynb 21.31 KB
63 - Appendix pandas Fundamentals/487 - pandas-Fundamentals-Solutions.ipynb 118.35 KB
64 - Appendix Working with Text Files in Python/488 - An Introduction to Working with Files in Python English.srt 7.39 KB
64 - Appendix Working with Text Files in Python/488 - An Introduction to Working with Files in Python.mp4 16.45 MB
64 - Appendix Working with Text Files in Python/488 - Common-Naming-Conventions.pdf 643.8 KB
64 - Appendix Working with Text Files in Python/488 - Section Resources Working with Text Files.txt 73 B
64 - Appendix Working with Text Files in Python/488 - Working-with-Text-Files-Lectures.ipynb 27.58 KB
64 - Appendix Working with Text Files in Python/489 - File vs File Object Reading vs Parsing Data English.srt 5.25 KB
64 - Appendix Working with Text Files in Python/489 - File vs File Object Reading vs Parsing Data.mp4 12.82 MB
64 - Appendix Working with Text Files in Python/490 - Structured SemiStructured and Unstructured Data English.srt 6.26 KB
64 - Appendix Working with Text Files in Python/490 - Structured SemiStructured and Unstructured Data.mp4 16.58 MB
64 - Appendix Working with Text Files in Python/491 - Text Files and Data Connectivity English.srt 5.88 KB
64 - Appendix Working with Text Files in Python/491 - Text Files and Data Connectivity.mp4 15.53 MB
64 - Appendix Working with Text Files in Python/492 - Importing Data in Python Principles English.srt 9.4 KB
64 - Appendix Working with Text Files in Python/492 - Importing Data in Python Principles.mp4 25 MB
64 - Appendix Working with Text Files in Python/493 - Plain Text Files Flat Files and More English.srt 8.56 KB
64 - Appendix Working with Text Files in Python/493 - Plain Text Files Flat Files and More.mp4 18 MB
64 - Appendix Working with Text Files in Python/494 - Text Files of Fixed Width English.srt 2.83 KB
64 - Appendix Working with Text Files in Python/494 - Text Files of Fixed Width.mp4 7.28 MB
64 - Appendix Working with Text Files in Python/495 - Common Naming Conventions English.srt 7.32 KB
64 - Appendix Working with Text Files in Python/495 - Common Naming Conventions.mp4 13.58 MB
64 - Appendix Working with Text Files in Python/495 - Common-Naming-Conventions.pdf 643.8 KB
64 - Appendix Working with Text Files in Python/496 - Importing Text Files open English.srt 16.89 KB
64 - Appendix Working with Text Files in Python/496 - Importing Text Files open.mp4 49.84 MB
64 - Appendix Working with Text Files in Python/496 - Importing-Text-Files-in-Python-open.ipynb 2.15 KB
64 - Appendix Working with Text Files in Python/496 - source.txt 39 B
64 - Appendix Working with Text Files in Python/497 - Importing Text Files with open English.srt 9.26 KB
64 - Appendix Working with Text Files in Python/497 - Importing Text Files with open.mp4 51.39 MB
64 - Appendix Working with Text Files in Python/497 - Importing-Text-Files-in-Python-with-open.ipynb 2.47 KB
64 - Appendix Working with Text Files in Python/497 - source.txt 39 B
64 - Appendix Working with Text Files in Python/498 - Importing csv Files Part I English.srt 11.03 KB
64 - Appendix Working with Text Files in Python/498 - Importing csv Files Part I.mp4 104.29 MB
64 - Appendix Working with Text Files in Python/498 - Importing.csv-Files-with-pandas-Part-I.ipynb 1.56 KB
64 - Appendix Working with Text Files in Python/498 - Lending-company-single-column-data.csv 114.47 KB
64 - Appendix Working with Text Files in Python/498 - Lending-company.csv 112.43 KB
64 - Appendix Working with Text Files in Python/499 - Importing csv Files Part II English.srt 4.74 KB
64 - Appendix Working with Text Files in Python/499 - Importing csv Files Part II.mp4 22.86 MB
64 - Appendix Working with Text Files in Python/500 - Importing csv Files Part III English.srt 11.53 KB
64 - Appendix Working with Text Files in Python/500 - Importing csv Files Part III.mp4 88.69 MB
64 - Appendix Working with Text Files in Python/501 - Importing Data with indexcol English.srt 5.01 KB
64 - Appendix Working with Text Files in Python/501 - Importing Data with indexcol.mp4 20.59 MB
64 - Appendix Working with Text Files in Python/502 - Importing Data with loadtxt and genfromtxt English.srt 18.45 KB
64 - Appendix Working with Text Files in Python/502 - Importing Data with loadtxt and genfromtxt.mp4 110.93 MB
64 - Appendix Working with Text Files in Python/502 - Importing-Text-Data-with-NumPy-Complete.ipynb 11.57 KB
64 - Appendix Working with Text Files in Python/502 - Importing-Text-Data-with-NumPy-Template.ipynb 2.27 KB
64 - Appendix Working with Text Files in Python/502 - Lending-Company-Numeric-Data-NAN.csv 28.64 KB
64 - Appendix Working with Text Files in Python/502 - Lending-Company-Numeric-Data.csv 29.54 KB
64 - Appendix Working with Text Files in Python/503 - Importing Data Partial Cleaning While Importing Data English.srt 12.13 KB
64 - Appendix Working with Text Files in Python/503 - Importing Data Partial Cleaning While Importing Data.mp4 86.31 MB
64 - Appendix Working with Text Files in Python/504 - Importing Data with NumPy Exercise.html 308 B
64 - Appendix Working with Text Files in Python/504 - Importing-Text-Data-DSc-Exercise.ipynb 4.18 KB
64 - Appendix Working with Text Files in Python/504 - Importing-Text-Data-DSc-Solution.ipynb 24.39 KB
64 - Appendix Working with Text Files in Python/505 - Importing Data from json Files English.srt 9.42 KB
64 - Appendix Working with Text Files in Python/505 - Importing Data from json Files.mp4 159.73 MB
64 - Appendix Working with Text Files in Python/505 - Lending-company.json 213.54 KB
64 - Appendix Working with Text Files in Python/506 - An Introduction to Working with Excel Files in Python English.srt 6.9 KB
64 - Appendix Working with Text Files in Python/506 - An Introduction to Working with Excel Files in Python.mp4 88.08 MB
64 - Appendix Working with Text Files in Python/507 - Lending-company.xlsx 93.06 KB
64 - Appendix Working with Text Files in Python/507 - Working with Excel xlsx Data English.srt 3.48 KB
64 - Appendix Working with Text Files in Python/507 - Working with Excel xlsx Data.mp4 28.92 MB
64 - Appendix Working with Text Files in Python/508 - Importing Data in Python an Important Exercise English.srt 10.37 KB
64 - Appendix Working with Text Files in Python/508 - Importing Data in Python an Important Exercise.mp4 87.78 MB
64 - Appendix Working with Text Files in Python/509 - Customer-Gender.csv 7.45 KB
64 - Appendix Working with Text Files in Python/509 - Importing Data with the squeeze Method English.srt 5.71 KB
64 - Appendix Working with Text Files in Python/509 - Importing Data with the squeeze Method.mp4 46.09 MB
64 - Appendix Working with Text Files in Python/509 - Importing-Data-with-the-pandas-Squeeze-Method.ipynb 20.15 KB
64 - Appendix Working with Text Files in Python/510 - Importing Files in Jupyter English.srt 6.01 KB
64 - Appendix Working with Text Files in Python/510 - Importing Files in Jupyter.mp4 38.45 MB
64 - Appendix Working with Text Files in Python/511 - Saving Your Data with pandas English.srt 6.01 KB
64 - Appendix Working with Text Files in Python/511 - Saving Your Data with pandas.mp4 40.69 MB
64 - Appendix Working with Text Files in Python/512 - Lending-Company-Saving.csv 58.4 KB
64 - Appendix Working with Text Files in Python/512 - Saving Your Data with NumPy Part I npy English.srt 9.45 KB
64 - Appendix Working with Text Files in Python/512 - Saving Your Data with NumPy Part I npy.mp4 50.2 MB
64 - Appendix Working with Text Files in Python/512 - Saving-Data-NP-Complete.ipynb 9.83 KB
64 - Appendix Working with Text Files in Python/512 - Saving-Data-NP-Template.ipynb 3.17 KB
64 - Appendix Working with Text Files in Python/513 - Saving Your Data with NumPy Part II npz English.srt 8.29 KB
64 - Appendix Working with Text Files in Python/513 - Saving Your Data with NumPy Part II npz.mp4 32.47 MB
64 - Appendix Working with Text Files in Python/514 - Saving Your Data with NumPy Part III csv English.srt 6.72 KB
64 - Appendix Working with Text Files in Python/514 - Saving Your Data with NumPy Part III csv.mp4 40.77 MB
64 - Appendix Working with Text Files in Python/515 - Saving Data with Numpy Exercise.html 260 B
64 - Appendix Working with Text Files in Python/515 - Saving-Data-NP-Exercise.ipynb 6 KB
64 - Appendix Working with Text Files in Python/515 - Saving-Data-NP-Solution.ipynb 13.42 KB
64 - Appendix Working with Text Files in Python/516 - Working with Text Files in Python Conclusion English.srt 1.39 KB
64 - Appendix Working with Text Files in Python/516 - Working with Text Files in Python Conclusion.mp4 2.98 MB
64 - Appendix Working with Text Files in Python/516 - Working-with-Text-Files-Lectures.ipynb 27.58 KB
65 - Bonus Lecture/517 - 365-Data-Science-Data-Science-Interview-Questions-Guide.pdf 15.56 MB
65 - Bonus Lecture/517 - Bonus Lecture Next Steps.html 4.33 KB
7 - The Field of Data Science Careers in Data Science/23 - Finding the Job What to Expect and What to Look for English.srt 5.82 KB
7 - The Field of Data Science Careers in Data Science/23 - Finding the Job What to Expect and What to Look for.mp4 58.48 MB
8 - The Field of Data Science Debunking Common Misconceptions/24 - Debunking Common Misconceptions English.srt 6.8 KB
8 - The Field of Data Science Debunking Common Misconceptions/24 - Debunking Common Misconceptions.mp4 96.25 MB
9 - Part 2 Probability/25 - Course-Notes-Basic-Probability.pdf 371.05 KB
9 - Part 2 Probability/25 - The Basic Probability Formula English.srt 11.08 KB
9 - Part 2 Probability/25 - The Basic Probability Formula.mp4 45.99 MB
9 - Part 2 Probability/26 - Computing Expected Values English.srt 8.65 KB
9 - Part 2 Probability/26 - Computing Expected Values.mp4 65.89 MB
9 - Part 2 Probability/27 - Frequency English.srt 8.66 KB
9 - Part 2 Probability/27 - Frequency.mp4 52.6 MB
9 - Part 2 Probability/28 - Events and Their Complements English.srt 8.84 KB
9 - Part 2 Probability/28 - Events and Their Complements.mp4 36.49 MB
[CourseClub.Me].url 122 B
[GigaCourse.Com].url 49 B
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