| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/20. L20-Linear Regression.mp4 |
172 MB |
| Machine Learning with Python from Scratch/Visit Coursedrive.org.url |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/ReadMe.txt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/Visit Coursedrive.org.url |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/1. Environment Setup/1. Source Code.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/1. Environment Setup/2. L1-Anaconda.mp4 |
110.1 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/1. Environment Setup/2. L1-Anaconda.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/1. Environment Setup/2.1 Anaconda main web page.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/1. Environment Setup/2.1 Python main web page.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/1. Environment Setup/3. L2-Jupyter Notebook.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/1. Environment Setup/3. L2-Jupyter Notebook.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/1. Environment Setup/3.1 Source code - Environment Setup - L2-Jupyter Notebook.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/1. Environment Setup/3.2 Jupyter Notebook main web page.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/1. Environment Setup/Must Read.txt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/1. Environment Setup/Visit Coursedrive.org.url |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/1. L1-Introduction.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/1. L1-Introduction.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/1.1 Matplotlib.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/1.2 Pandas.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/1.3 Numpy.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/2. L2-Numpy Array Concept and Math Operations.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/2. L2-Numpy Array Concept and Math Operations.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/2.1 Source code - Data Analysis - L2-Numpy Array Concept and Math Operations.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/3. L3-Numpy Indexing, Slicing and Iterating.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/3.1 Source code - Data Analysis - L3-Numpy Indexing, Slicing and Iterating.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/4. L4-Numpy Shape Manipulation.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/4. L4-Numpy Shape Manipulation.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/4.1 Source code - Data Analysis - L4-Numpy Shape Manipulation.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/5. L5-Numpy Linear Algebra.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/5.1 Quickstart tutorial.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/5.2 Quickstart tutorial.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/5.3 NumPy.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/6. L6-Pandas Data structures and properties.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/6.1 Essential Basic Functionality.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/6.1 Intro to Data Structures.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/6.2 Essential Basic Functionality.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/6.2 Source code - Data Analysis - L6-Pandas Data structures and properties.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/6.3 Intro to Data Structures.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/6.3 Source code - Data Analysis - L6-Pandas Data structures and properties.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/7. L7-Pandas Operations.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/7. L7-Pandas Operations.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/7.1 Working with Text Data.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/7.2 pandas.get_dummies.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/7.3 Source code - Data Analysis - L7-Pandas Operations.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/8. L8-Pandas Applying Functions.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/8. L8-Pandas Applying Functions.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/8.1 pandas.DataFrame.apply.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/8.2 Source code - Data Analysis - L8-Pandas Applying Functions.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/9. L9-Pandas Importing and Exporting data.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/9. L9-Pandas Importing and Exporting data.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/9.1 pandas.read_table.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/9.2 IO Tools (Text, CSV, HDF5, ...).html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/9.2 pandas.DataFrame.to_csv.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/9.3 IO Tools (Text, CSV, HDF5, ...).html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/9.3 pandas.DataFrame.to_csv.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/9.4 pandas.read_csv.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/9.4 Source code - Data Analysis - L9-Pandas Importing and Exporting data.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/9.5 pandas.read_excel.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/9.6 pandas.read_csv.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/9.6 Source code - Data Analysis - L9-Pandas Importing and Exporting data.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/10. L10-Pandas Merge-Join-Concat-Group by.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/10. L10-Pandas Merge-Join-Concat-Group by.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/10.1 Brief primer on merge methods (relational algebra).html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/10.1 Pandas Data Frame (pandas.DataFrame.join).html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/10.2 Brief primer on merge methods (relational algebra).html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/10.2 Source code - Data Analysis - L10-Pandas Merge-Join-Concat-Group by.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/10.3 Pandas.concat.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/10.4 Pandas Data Frame (pandas.DataFrame.join).html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/10.4 Source code - Data Analysis - L10-Pandas Merge-Join-Concat-Group by.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/11. L11-Pandas Statistics with Pandas.mp4 |
47.6 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/11. L11-Pandas Statistics with Pandas.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/11.1 Source code - Data Analysis - L11-Pandas Statistics with Pandas.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/11.2 Pandas Data Frame (pandas.DataFrame.describe).html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/12. L12-Time Series with Pandas.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/12. L12-Time Series with Pandas.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/12.1 Source code - Data Analysis - L12-Time Series with Pandas.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/12.1 Time Series Date functionality.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/12.2 pandas.to_datetime.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/12.2 Time Series Date functionality.html |
136 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/12.3 pandas.to_datetime.html |
139 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/12.3 Source code - Data Analysis - L12-Time Series with Pandas.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/13. L13-Matplotlib basics.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/13. L13-Matplotlib basics.vtt |
11 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/13.1 Source code - Data Analysis - L13-Matplotlib basics.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/14. L14-Matplotlib Subplots and Axes.mp4 |
56.2 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/14. L14-Matplotlib Subplots and Axes.vtt |
9 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/14.1 Source code - Data Analysis - L14-Matplotlib Subplots and Axes.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/14.2 Sharing axis limits and views.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/15. L15-Matplotlib Object Oriented Method.mp4 |
95.4 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/15. L15-Matplotlib Object Oriented Method.vtt |
14 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/15.1 Matplotlib Usage FAQ.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/15.1 Source code - Data Analysis - L15-Matplotlib Object Oriented Method.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/15.2 Matplotlib Usage FAQ.html |
102 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/15.2 Source code - Data Analysis - L15-Matplotlib Object Oriented Method.html |
141 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/16. L16-Matplotlib Color Maps.mp4 |
71.8 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/16. L16-Matplotlib Color Maps.vtt |
7 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/16.1 Matplotlib Colormaps Reference.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/16.1 Source code - Data Analysis - L16-Matplotlib Color Maps.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/16.2 Matplotlib Colormaps Reference.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/16.2 Source code - Data Analysis - L16-Matplotlib Color Maps.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/17. L17-Matplotlib Statistical Graphs part1.mp4 |
82.7 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/17. L17-Matplotlib Statistical Graphs part1.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/17.1 Matplotlib Statistics Examples.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/17.1 Source code - Data Analysis - L17-Matplotlib Statistical Graphs part1.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/17.2 Matplotlib Statistics Examples.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/17.2 Source code - Data Analysis - L17-Matplotlib Statistical Graphs part1.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/18. L18-Matplotlib Statistical Graphs part2.mp4 |
93 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/18. L18-Matplotlib Statistical Graphs part2.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/18.1 Matplotlib mplot3d API.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/18.1 Matplotlib Statistics Examples.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/18.2 Matplotlib mplot3d API.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/18.2 Matplotlib Statistics Examples.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/18.3 matplotlib.axes.Axes.violinplot.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/18.4 Source code - Data Analysis - L18-Matplotlib Statistical Graphs part2.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/19. L19-Seaborn Basics.mp4 |
101.8 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/19. L19-Seaborn Basics.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/19.1 Installing and getting started.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/19.1 Source code - Data Analysis - L19-Seaborn Basics.html |
141 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/19.2 Installing and getting started.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/19.2 seaborn statistical data visualization.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/19.3 seaborn statistical data visualization.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/19.3 Source code - Data Analysis - L19-Seaborn Basics.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/20. L20-Seaborn Color Palette.mp4 |
56.8 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/20. L20-Seaborn Color Palette.vtt |
10 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/20.1 Choosing color palettes.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/20.2 Source code - Data Analysis - L20-Seaborn Color Palette.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/21. L21-Seaborn Categorical Data.mp4 |
107.3 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/21. L21-Seaborn Categorical Data.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/21.1 Plotting with Categorical Data.html |
112 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/21.1 Source code - Data Analysis - L21-Seaborn Categorical Data.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/21.2 Plotting with Categorical Data.html |
112 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/21.2 Source code - Data Analysis - L21-Seaborn Categorical Data.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/22. L22-Seaborn Numerical Data.mp4 |
97.5 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/22. L22-Seaborn Numerical Data.vtt |
14 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/22.1 Source code - Data Analysis - L22-Seaborn Numerical Data.html |
141 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/22.2 seaborn statistical data visualization.html |
88 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/22.2 seaborn.jointplot.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/22.3 seaborn statistical data visualization.html |
88 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/2. Data Analysis/22.3 seaborn.jointplot.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/1. L1-Introduction to Machine Learning.mp4 |
46.8 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/1. L1-Introduction to Machine Learning.vtt |
7 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/1.1 Machine learning wiki page.html |
107 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/2. L2-Overfitting and Underfitting.mp4 |
67.2 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/2. L2-Overfitting and Underfitting.vtt |
10 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/2.1 Underfitting vs. Overfitting.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/3. L3-KFold Cross Validation.mp4 |
73.8 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/3. L3-KFold Cross Validation.vtt |
10 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/3.1 Cross-validation (statistics).html |
120 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/3.1 Source code - Machine Learning - L3-KFold Cross Validation.html |
141 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/3.2 Cross-validation (statistics).html |
120 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/3.2 Source code - Machine Learning - L3-KFold Cross Validation.html |
141 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/4. L4-Classification Metrics.mp4 |
47 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/4. L4-Classification Metrics.vtt |
6 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/4.1 Confusion matrix wiki.html |
107 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/5. L5-Logistic Regression.mp4 |
163.6 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/5. L5-Logistic Regression.vtt |
18 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/5.1 Sklearn Linear Model.html |
154 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/5.1 Source code - Machine Learning - L5-Logistic Regression.html |
141 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/5.2 Sklearn Linear Model.html |
154 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/5.2 Softmax function wiki.html |
107 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/5.3 Softmax function wiki.html |
107 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/5.3 Source code - Machine Learning - L5-Logistic Regression.html |
141 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/6. L6-Plotting Decision Boundaries.mp4 |
115.9 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/6. L6-Plotting Decision Boundaries.vtt |
15 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/6.1 matplotlib.axes.Axes.pcolormesh.html |
132 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/6.1 numpy.meshgrid.html |
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| Machine Learning with Python from Scratch/Course Downloaded from coursedrive.org.txt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/22.1 Source code - Machine Learning - L22-Polynomial Regression.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/23. L23-SVM, KNN and Random Forest for Regression.mp4 |
59.2 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/23. L23-SVM, KNN and Random Forest for Regression.vtt |
8 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/23.1 sklearn.ensemble.RandomForestRegressor.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/23.1 Source code - Machine Learning - L23-SVM, KNN and Random Forest for Regression.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/23.2 sklearn.svm.SVR.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/23.3 Source code - Machine Learning - L23-SVM, KNN and Random Forest for Regression.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/23.4 sklearn.neighbors.KNeighborsRegressor.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/3. Machine Learning/24. L24-RANSAC Regression.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/1. L1-Neural Networks Concepts-Part 1.mp4 |
113.4 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/1. L1-Neural Networks Concepts-Part 1.vtt |
14 KB |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/1.3 Gradient descent.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/1.4 Artificial neural network wiki.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/1.5 Gradient descent.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/1.5 Multilayer perceptron.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/1.6 Chain rule.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/1.6 Multilayer perceptron.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/2. L2-Neural Networks Concepts-Part 2.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/2. L2-Neural Networks Concepts-Part 2.vtt |
10 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/2.1 Backpropagation.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/2.1 Multilayer perceptron.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/2.2 Chain rule.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/2.3 Gradient descent.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/2.4 Backpropagation.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/2.4 Multilayer perceptron.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/3. L3-Loss Functions.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/3. L3-Loss Functions.vtt |
14 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/3.1 Cross entropy.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/3.1 sklearn.metrics.log_loss.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/3.2 Mean squared error.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/3.3 Source code - Neural Networks - L3-Loss Functions.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/3.4 Cross entropy.html |
104 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/3.4 sklearn.metrics.log_loss.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/4. L4-Activation Functions.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/4. L4-Activation Functions.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/4.1 Activation function.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/4.3 numpy.tanh.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/5. L5-Optimization of ANNs.mp4 |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/5. L5-Optimization of ANNs.vtt |
10 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/5.1 Neural network models (supervised).html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/6. L6-Constructing an ANN with Python-part1.mp4 |
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12 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/6.1 Source code - Neural Networks - L6-Constructing an ANN with Python-part1.html |
141 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/7. L7-Constructing an ANN with Python-part2.mp4 |
102.7 MB |
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13 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/7.1 Source code - Neural Networks - L7-Constructing an ANN with Python-part2.html |
141 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/8. L8-Constructing an ANN with Python-part3.mp4 |
107.7 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/8. L8-Constructing an ANN with Python-part3.vtt |
13 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/8.1 Source code - Neural Networks - L8-Constructing an ANN with Python-part3.html |
141 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/9. L9-Perceptron with Scikit Learn.mp4 |
82.7 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/9. L9-Perceptron with Scikit Learn.vtt |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/9.1 sklearn.linear_model.Perceptron.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/9.1 Source code - Neural Networks - L9-Perceptron with Scikit Learn.html |
141 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/9.2 sklearn.linear_model.Perceptron.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/9.2 Source code - Neural Networks - L9-Perceptron with Scikit Learn.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/10. L10-Multilayer Perceptron with Scikit Learn.mp4 |
86 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/10. L10-Multilayer Perceptron with Scikit Learn.vtt |
10 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/10.1 Source code - Neural Networks - L10-Multilayer Perceptron with Scikit Learn.html |
141 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/10.2 Neural network models (supervised).html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/10.2 sklearn.neural_network.MLPClassifier.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/10.3 Neural network models (supervised).html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/4. Neural Networks/10.3 sklearn.neural_network.MLPClassifier.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/1. L1-Datasets.mp4 |
58.2 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/1. L1-Datasets.vtt |
5 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/1.1 Data Science and Machine Learning website.html |
84 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/1.1 UC Irvine Machine Learning Repository.html |
101 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/1.2 Data Science and Machine Learning website.html |
84 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/1.2 UC Irvine Machine Learning Repository.html |
101 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/2. L2-ANN for Regression Part 1.mp4 |
104.1 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/2. L2-ANN for Regression Part 1.vtt |
14 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/2.1 Source code - Applications - L2-ANN for Regression Part 1.html |
141 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/3. L3-ANN for Regression Part 2.mp4 |
80.8 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/3. L3-ANN for Regression Part 2.vtt |
9 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/3.1 Source code - Applications - L3-ANN for Regression Part 2.html |
141 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/4. L4-Recognizing Handwritten Digits.mp4 |
163.9 MB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/4. L4-Recognizing Handwritten Digits.vtt |
20 KB |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/4.1 Recognizing hand-written digits.html |
152 B |
| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/4.1 Source code - Applications - L4-Recognizing Handwritten Digits.html |
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| Machine Learning with Python from Scratch/Machine Learning with Python from Scratch/5. Applications/4.2 Recognizing hand-written digits.html |
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