[FreeCourseSite.com] Udemy - Python for Data Science and Machine Learning Bootcamp

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  • 26. Neural Nets and Deep Learning/8. Tensorflow Estimators.mp4 156.64 MB
    26. Neural Nets and Deep Learning/10. Deep Learning Project - Solutions.mp4 94.6 MB
    26. Neural Nets and Deep Learning/7. MNIST - Part Two.mp4 94.08 MB
    2. Environment Set-Up/1. Python Environment Setup.mp4 76.35 MB
    27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/1. TensorFlow Installation.mp4 69.26 MB
    25. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4 62.98 MB
    25. Big Data and Spark with Python/9. PySpark Setup.mp4 60.39 MB
    26. Neural Nets and Deep Learning/6. MNIST - Part One.mp4 58.38 MB
    25. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4 55.68 MB
    18. K Nearest Neighbors/4. KNN Project Solutions.mp4 52.66 MB
    1. Course Introduction/3.1 Py_DS_ML_Bootcamp-master.zip.zip 52.49 MB
    2. Environment Set-Up/1.1 Py-DS-ML-Bootcamp-master.zip.zip 52.49 MB
    3. Jupyter Overview/2.1 Py-DS-ML-Bootcamp-master.zip.zip 52.49 MB
    9. Python for Data Visualization - Seaborn/2. Distribution Plots.mp4 51.4 MB
    11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.mp4 51.15 MB
    13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp4 49.79 MB
    24. Natural Language Processing/6. NLP Project Solutions.mp4 48.05 MB
    20. Support Vector Machines/2. Support Vector Machines with Python.mp4 47.45 MB
    13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp4 47.26 MB
    21. K Means Clustering/4. K Means Project Solutions.mp4 47.12 MB
    12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.mp4 46.15 MB
    18. K Nearest Neighbors/2. KNN with Python.mp4 45.96 MB
    13. Data Capstone Project/8. Finance Project - Solutions Part 2.mp4 45.72 MB
    15. Linear Regression/6. Linear Regression Project Solution.mp4 45.39 MB
    27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/4. MNIST with Multi-Layer Perceptron - Part 3.mp4 44.34 MB
    15. Linear Regression/3. Linear Regression with Python - Part 1.mp4 43.31 MB
    22. Principal Component Analysis/2. PCA with Python.mp4 43.24 MB
    7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.mp4 43.07 MB
    7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.mp4 42.69 MB
    6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.mp4 42.02 MB
    24. Natural Language Processing/3. NLP with Python - Part 2.mp4 41.91 MB
    17. Logistic Regression/2. Logistic Regression with Python - Part 1.mp4 41.41 MB
    24. Natural Language Processing/2. NLP with Python - Part 1.mp4 40.16 MB
    19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.mp4 40.09 MB
    13. Data Capstone Project/3. 911 Calls Solutions - Part 1.mp4 39.79 MB
    6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.mp4 39.77 MB
    9. Python for Data Visualization - Seaborn/3. Categorical Plots.mp4 38.5 MB
    5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.mp4 38.27 MB
    24. Natural Language Processing/4. NLP with Python - Part 3.mp4 37.66 MB
    27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/7. Tensorflow Project Exercise - Solutions.mp4 37.51 MB
    5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.mp4 37.3 MB
    6. Python for Data Analysis - Pandas/11. Data Input and Output.mp4 36.62 MB
    27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/3. MNIST with Multi-Layer Perceptron - Part 2.mp4 36.51 MB
    8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.mp4 36.17 MB
    4. Python Crash Course/3. Python Crash Course - Part 1.mp4 35.78 MB
    23. Recommender Systems/2. Recommender Systems with Python - Part 1.mp4 35.52 MB
    23. Recommender Systems/3. Recommender Systems with Python - Part 2.mp4 34.44 MB
    17. Logistic Regression/3. Logistic Regression with Python - Part 2.mp4 34.21 MB
    5. Python for Data Analysis - NumPy/3. Numpy Arrays.mp4 33.45 MB
    3. Jupyter Overview/2. Jupyter Notebooks.mp4 31.98 MB
    4. Python Crash Course/5. Python Crash Course - Part 3.mp4 31.76 MB
    8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.mp4 31.56 MB
    10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.mp4 31.35 MB
    26. Neural Nets and Deep Learning/5. TensorFlow Basics.mp4 30.98 MB
    19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.mp4 30.86 MB
    17. Logistic Regression/6. Logistic Regression Project Solutions.mp4 30.21 MB
    21. K Means Clustering/2. K Means with Python.mp4 29.95 MB
    4. Python Crash Course/6. Python Crash Course - Part 4.mp4 29.26 MB
    1. Course Introduction/1. Introduction to the Course.mp4 29.04 MB
    14. Introduction to Machine Learning/3. Introduction to Machine Learning.mp4 28.93 MB
    4. Python Crash Course/4. Python Crash Course - Part 2.mp4 28.87 MB
    10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.mp4 28.6 MB
    26. Neural Nets and Deep Learning/9. Deep Learning Project.mp4 28.15 MB
    20. Support Vector Machines/4. SVM Project Solutions.mp4 28.13 MB
    8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.mp4 27.73 MB
    12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.mp4 27.63 MB
    8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.mp4 27.27 MB
    4. Python Crash Course/8. Python Crash Course Exercises - Solutions.mp4 27.25 MB
    19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.mp4 26.56 MB
    6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.mp4 26.16 MB
    5. Python for Data Analysis - NumPy/6. Numpy Operations.mp4 25.46 MB
    26. Neural Nets and Deep Learning/3. What is TensorFlow.mp4 25.11 MB
    6. Python for Data Analysis - Pandas/10. Operations.mp4 24.12 MB
    9. Python for Data Visualization - Seaborn/4. Matrix Plots.mp4 22.37 MB
    27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/2. MNIST with Multi-Layer Perceptron - Part 1.mp4 21.74 MB
    17. Logistic Regression/1. Logistic Regression Theory.mp4 21.01 MB
    6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.mp4 20.86 MB
    6. Python for Data Analysis - Pandas/3. Series.mp4 20.3 MB
    9. Python for Data Visualization - Seaborn/9. Seaborn Exercise Solutions.mp4 20.04 MB
    9. Python for Data Visualization - Seaborn/5. Grids.mp4 19.88 MB
    27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/5. TensorFlow with ContribLearn.mp4 19.54 MB
    12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.mp4 19.19 MB
    9. Python for Data Visualization - Seaborn/7. Style and Color.mp4 18.99 MB
    3. Jupyter Overview/3. Optional Virtual Environments.mp4 18.94 MB
    17. Logistic Regression/4. Logistic Regression with Python - Part 3.mp4 16.95 MB
    14. Introduction to Machine Learning/4. Machine Learning with Python.mp4 16.79 MB
    13. Data Capstone Project/9. Finance Project - Solutions Part 3.mp4 16.56 MB
    15. Linear Regression/4. Linear Regression with Python - Part 2.mp4 16.05 MB
    25. Big Data and Spark with Python/11. Introduction to Spark and Python.mp4 15.74 MB
    25. Big Data and Spark with Python/3. Spark Overview.mp4 15.69 MB
    9. Python for Data Visualization - Seaborn/6. Regression Plots.mp4 15.47 MB
    6. Python for Data Analysis - Pandas/8. Groupby.mp4 14.78 MB
    8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.mp4 12.63 MB
    11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.mp4 12.51 MB
    26. Neural Nets and Deep Learning/2. Neural Network Theory.mp4 12.45 MB
    13. Data Capstone Project/6. Finance Data Project Overview.mp4 12.21 MB
    6. Python for Data Analysis - Pandas/7. Missing Data.mp4 12.14 MB
    19. Decision Trees and Random Forests/1. Introduction to Tree Methods.mp4 12.07 MB
    19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.mp4 11.96 MB
    16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.mp4 11.6 MB
    12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.mp4 11.15 MB
    25. Big Data and Spark with Python/5. AWS Account Set-Up.mp4 10.89 MB
    15. Linear Regression/5. Linear Regression Project Overview.mp4 10.8 MB
    25. Big Data and Spark with Python/2. Big Data Overview.mp4 9.96 MB
    18. K Nearest Neighbors/1. KNN Theory.mp4 9.91 MB
    5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.mp4 9.77 MB
    21. K Means Clustering/1. K Means Algorithm Theory.mp4 9.62 MB
    4. Python Crash Course/7. Python Crash Course Exercises - Overview.mp4 9.39 MB
    25. Big Data and Spark with Python/10. Lambda Expressions Review.mp4 9.32 MB
    21. K Means Clustering/3. K Means Project Overview.mp4 9.21 MB
    25. Big Data and Spark with Python/8. SSH with Mac or Linux.mp4 9.15 MB
    9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.mp4 9.03 MB
    24. Natural Language Processing/1. Natural Language Processing Theory.mp4 8.86 MB
    20. Support Vector Machines/1. SVM Theory.mp4 8.72 MB
    20. Support Vector Machines/3. SVM Project Overview.mp4 8.59 MB
    13. Data Capstone Project/2. 911 Calls Project Overview.mp4 8.58 MB
    15. Linear Regression/1. Linear Regression Theory.mp4 8.56 MB
    1. Course Introduction/2. Course Help and Welcome.mp4 8.26 MB
    23. Recommender Systems/1. Recommender Systems.mp4 7.88 MB
    7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.mp4 7.4 MB
    27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/6. Tensorflow Project Exercise Overview.mp4 7.32 MB
    26. Neural Nets and Deep Learning/4. Installing Tensorflow 1.10.mp4 7.28 MB
    14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.mp4 7.21 MB
    7. Python for Data Analysis - Pandas Exercises/2. SF Salaries Exercise Overview.mp4 6.79 MB
    24. Natural Language Processing/5. NLP Project Overview.mp4 6.68 MB
    9. Python for Data Visualization - Seaborn/8. Seaborn Exercise Overview.mp4 6.64 MB
    22. Principal Component Analysis/1. Principal Component Analysis.mp4 6.21 MB
    8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.mp4 5.85 MB
    17. Logistic Regression/5. Logistic Regression Project Overview.mp4 5.32 MB
    25. Big Data and Spark with Python/1. Welcome to the Big Data Section!.mp4 5.24 MB
    8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.mp4 5.2 MB
    10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.mp4 5.17 MB
    18. K Nearest Neighbors/3. KNN Project Overview.mp4 4.98 MB
    26. Neural Nets and Deep Learning/1. Welcome to the Deep Learning Section!.mp4 4.91 MB
    5. Python for Data Analysis - NumPy/2. Introduction to Numpy.mp4 4.15 MB
    13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.mp4 3.99 MB
    4. Python Crash Course/1. Welcome to the Python Crash Course Section!.mp4 3.95 MB
    12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.vtt 3.52 MB
    6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.mp4 3.26 MB
    6. Python for Data Analysis - Pandas/2. Introduction to Pandas.mp4 3.18 MB
    14. Introduction to Machine Learning/2.2 Python DS Presentations.zip.zip 2.8 MB
    4. Python Crash Course/2. Introduction to Python Crash Course.mp4 2.66 MB
    5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.mp4 2.48 MB
    12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.mp4 1.94 MB
    27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/1. TensorFlow Installation.vtt 34.3 KB
    25. Big Data and Spark with Python/9. PySpark Setup.vtt 32.23 KB
    25. Big Data and Spark with Python/12. RDD Transformations and Actions.vtt 28.85 KB
    26. Neural Nets and Deep Learning/8. Tensorflow Estimators.vtt 26.72 KB
    9. Python for Data Visualization - Seaborn/2. Distribution Plots.vtt 25.44 KB
    11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.vtt 24.69 KB
    4. Python Crash Course/3. Python Crash Course - Part 1.vtt 24.27 KB
    24. Natural Language Processing/6. NLP Project Solutions.vtt 23.97 KB
    18. K Nearest Neighbors/2. KNN with Python.vtt 23.85 KB
    13. Data Capstone Project/4. 911 Calls Solutions - Part 2.vtt 23.64 KB
    12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.vtt 23.47 KB
    17. Logistic Regression/2. Logistic Regression with Python - Part 1.vtt 23.42 KB
    15. Linear Regression/6. Linear Regression Project Solution.vtt 23.38 KB
    15. Linear Regression/3. Linear Regression with Python - Part 1.vtt 23.32 KB
    27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/4. MNIST with Multi-Layer Perceptron - Part 3.vtt 23.3 KB
    9. Python for Data Visualization - Seaborn/3. Categorical Plots.vtt 23.24 KB
    25. Big Data and Spark with Python/7. EC2 Instance Set-Up.vtt 22.93 KB
    13. Data Capstone Project/8. Finance Project - Solutions Part 2.vtt 22.66 KB
    24. Natural Language Processing/3. NLP with Python - Part 2.vtt 22.59 KB
    5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.vtt 22.33 KB
    8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.vtt 22.33 KB
    6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.vtt 22.31 KB
    20. Support Vector Machines/2. Support Vector Machines with Python.vtt 22.2 KB
    13. Data Capstone Project/7. Finance Project - Solutions Part 1.vtt 21.74 KB
    24. Natural Language Processing/4. NLP with Python - Part 3.vtt 21.49 KB
    17. Logistic Regression/3. Logistic Regression with Python - Part 2.vtt 21.32 KB
    22. Principal Component Analysis/2. PCA with Python.vtt 21.12 KB
    5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.vtt 21.11 KB
    4. Python Crash Course/5. Python Crash Course - Part 3.vtt 20.71 KB
    5. Python for Data Analysis - NumPy/3. Numpy Arrays.vtt 20.5 KB
    27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/3. MNIST with Multi-Layer Perceptron - Part 2.vtt 20.36 KB
    21. K Means Clustering/4. K Means Project Solutions.vtt 20.31 KB
    3. Jupyter Overview/2. Jupyter Notebooks.vtt 20.26 KB
    4. Python Crash Course/4. Python Crash Course - Part 2.vtt 19.9 KB
    24. Natural Language Processing/2. NLP with Python - Part 1.vtt 19.76 KB
    26. Neural Nets and Deep Learning/7. MNIST - Part Two.vtt 19.48 KB
    8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.vtt 19.18 KB
    26. Neural Nets and Deep Learning/5. TensorFlow Basics.vtt 19.11 KB
    6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.vtt 19.06 KB
    4. Python Crash Course/6. Python Crash Course - Part 4.vtt 19.02 KB
    7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.vtt 18.96 KB
    6. Python for Data Analysis - Pandas/11. Data Input and Output.vtt 18.75 KB
    10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.vtt 18.59 KB
    13. Data Capstone Project/3. 911 Calls Solutions - Part 1.vtt 18.58 KB
    7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.vtt 18.39 KB
    27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/7. Tensorflow Project Exercise - Solutions.vtt 18.19 KB
    19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.vtt 18.04 KB
    2. Environment Set-Up/1. Python Environment Setup.vtt 17.65 KB
    23. Recommender Systems/2. Recommender Systems with Python - Part 1.vtt 17.43 KB
    18. K Nearest Neighbors/4. KNN Project Solutions.vtt 17.23 KB
    6. Python for Data Analysis - Pandas/10. Operations.vtt 15.84 KB
    8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.vtt 15.82 KB
    27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/2. MNIST with Multi-Layer Perceptron - Part 1.vtt 15.7 KB
    21. K Means Clustering/2. K Means with Python.vtt 15.55 KB
    17. Logistic Regression/1. Logistic Regression Theory.vtt 15.45 KB
    14. Introduction to Machine Learning/3. Introduction to Machine Learning.vtt 15.42 KB
    23. Recommender Systems/3. Recommender Systems with Python - Part 2.vtt 15.32 KB
    19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.vtt 15.26 KB
    4. Python Crash Course/8. Python Crash Course Exercises - Solutions.vtt 14.61 KB
    6. Python for Data Analysis - Pandas/3. Series.vtt 13.91 KB
    3. Jupyter Overview/3. Optional Virtual Environments.vtt 13.78 KB
    17. Logistic Regression/6. Logistic Regression Project Solutions.vtt 13.18 KB
    26. Neural Nets and Deep Learning/10. Deep Learning Project - Solutions.vtt 13.18 KB
    9. Python for Data Visualization - Seaborn/4. Matrix Plots.vtt 13.08 KB
    26. Neural Nets and Deep Learning/6. MNIST - Part One.vtt 12.77 KB
    14. Introduction to Machine Learning/4. Machine Learning with Python.vtt 12.74 KB
    12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.vtt 12.38 KB
    6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.vtt 12.32 KB
    25. Big Data and Spark with Python/3. Spark Overview.vtt 12.28 KB
    10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.vtt 11.91 KB
    20. Support Vector Machines/4. SVM Project Solutions.vtt 11.82 KB
    27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/5. TensorFlow with ContribLearn.vtt 11.57 KB
    8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.vtt 11.44 KB
    9. Python for Data Visualization - Seaborn/5. Grids.vtt 11.4 KB
    6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.vtt 11.23 KB
    9. Python for Data Visualization - Seaborn/7. Style and Color.vtt 10.96 KB
    25. Big Data and Spark with Python/11. Introduction to Spark and Python.vtt 10.96 KB
    19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.vtt 10.88 KB
    17. Logistic Regression/4. Logistic Regression with Python - Part 3.vtt 10.54 KB
    5. Python for Data Analysis - NumPy/6. Numpy Operations.vtt 9.74 KB
    9. Python for Data Visualization - Seaborn/6. Regression Plots.vtt 9.3 KB
    15. Linear Regression/4. Linear Regression with Python - Part 2.vtt 9.09 KB
    9. Python for Data Visualization - Seaborn/9. Seaborn Exercise Solutions.vtt 9.09 KB
    26. Neural Nets and Deep Learning/2. Neural Network Theory.vtt 9.04 KB
    6. Python for Data Analysis - Pandas/8. Groupby.vtt 9.02 KB
    19. Decision Trees and Random Forests/1. Introduction to Tree Methods.vtt 8.92 KB
    16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.vtt 8.76 KB
    13. Data Capstone Project/9. Finance Project - Solutions Part 3.vtt 7.96 KB
    26. Neural Nets and Deep Learning/3. What is TensorFlow.vtt 7.91 KB
    6. Python for Data Analysis - Pandas/7. Missing Data.vtt 7.8 KB
    18. K Nearest Neighbors/1. KNN Theory.vtt 7.23 KB
    25. Big Data and Spark with Python/8. SSH with Mac or Linux.vtt 7.1 KB
    25. Big Data and Spark with Python/2. Big Data Overview.vtt 7.06 KB
    25. Big Data and Spark with Python/10. Lambda Expressions Review.vtt 7.04 KB
    21. K Means Clustering/1. K Means Algorithm Theory.vtt 6.82 KB
    24. Natural Language Processing/1. Natural Language Processing Theory.vtt 6.34 KB
    25. Big Data and Spark with Python/5. AWS Account Set-Up.vtt 6.14 KB
    23. Recommender Systems/1. Recommender Systems.vtt 6.11 KB
    15. Linear Regression/1. Linear Regression Theory.vtt 5.99 KB
    20. Support Vector Machines/1. SVM Theory.vtt 5.95 KB
    1. Course Introduction/1. Introduction to the Course.vtt 5.35 KB
    1. Course Introduction/3. Course FAQs.html 5.34 KB
    4. Python Crash Course/7. Python Crash Course Exercises - Overview.vtt 5.33 KB
    12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.vtt 5.17 KB
    11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.vtt 4.93 KB
    13. Data Capstone Project/6. Finance Data Project Overview.vtt 4.88 KB
    8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.vtt 4.72 KB
    19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.vtt 4.5 KB
    26. Neural Nets and Deep Learning/9. Deep Learning Project.vtt 4.44 KB
    22. Principal Component Analysis/1. Principal Component Analysis.vtt 4.42 KB
    21. K Means Clustering/3. K Means Project Overview.vtt 4.32 KB
    5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.vtt 4.28 KB
    9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.vtt 4.07 KB
    15. Linear Regression/5. Linear Regression Project Overview.vtt 3.6 KB
    27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/6. Tensorflow Project Exercise Overview.vtt 3.48 KB
    7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.vtt 3.43 KB
    20. Support Vector Machines/3. SVM Project Overview.vtt 3.42 KB
    13. Data Capstone Project/2. 911 Calls Project Overview.vtt 3.3 KB
    24. Natural Language Processing/5. NLP Project Overview.vtt 3.24 KB
    7. Python for Data Analysis - Pandas Exercises/2. SF Salaries Exercise Overview.vtt 3.02 KB
    5. Python for Data Analysis - NumPy/2. Introduction to Numpy.vtt 2.99 KB
    9. Python for Data Visualization - Seaborn/8. Seaborn Exercise Overview.vtt 2.62 KB
    26. Neural Nets and Deep Learning/4. Installing Tensorflow 1.10.vtt 2.62 KB
    8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.vtt 2.38 KB
    17. Logistic Regression/5. Logistic Regression Project Overview.vtt 2.35 KB
    6. Python for Data Analysis - Pandas/2. Introduction to Pandas.vtt 2.35 KB
    4. Python Crash Course/2. Introduction to Python Crash Course.vtt 2.08 KB
    10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.vtt 2.04 KB
    18. K Nearest Neighbors/3. KNN Project Overview.vtt 1.97 KB
    25. Big Data and Spark with Python/4. Local Spark Set-Up.html 1.62 KB
    12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.vtt 1.25 KB
    1. Course Introduction/2. Course Help and Welcome.vtt 1.05 KB
    5. Python for Data Analysis - NumPy/4. Quick Note on Array Indexing.html 1.03 KB
    14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.vtt 909 B
    15. Linear Regression/2. model_selection Updates for SciKit Learn 0.18.html 845 B
    8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.vtt 686 B
    25. Big Data and Spark with Python/1. Welcome to the Big Data Section!.vtt 678 B
    26. Neural Nets and Deep Learning/1. Welcome to the Deep Learning Section!.vtt 647 B
    13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.vtt 562 B
    7. Python for Data Analysis - Pandas Exercises/1. Note on SF Salary Exercise.html 559 B
    28. BONUS SECTION THANK YOU!/1. Bonus Lecture.html 532 B
    4. Python Crash Course/1. Welcome to the Python Crash Course Section!.vtt 511 B
    6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.vtt 427 B
    14. Introduction to Machine Learning/2. Link for ISLR.html 406 B
    25. Big Data and Spark with Python/6. Quick Note on AWS Security.html 392 B
    13. Data Capstone Project/5. Bank Data.html 363 B
    5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.vtt 316 B
    3. Jupyter Overview/1. Updates to Notebook Zip.html 197 B
    25. Big Data and Spark with Python/9.1 Step by Step Guide for PySpark Set-up.html 158 B
    25. Big Data and Spark with Python/5.1 Amazon Guide to Creating an AWS Account.html 146 B
    3. Jupyter Overview/3.1 Updated Link to Manage Environments with Conda.html 144 B
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