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0. Websites you may like/[CourseClub.ME].url 122 B
0. Websites you may like/[FCS Forum].url 133 B
0. Websites you may like/[FreeCourseSite.com].url 127 B
0. Websites you may like/[GigaCourse.Com].url 49 B
01 - Introduction/001 Course Outline.mp4 77.28 MB
01 - Introduction/001 Course Outline__en.srt 8.85 KB
01 - Introduction/002 Join Our Online Classroom_.html 2.67 KB
01 - Introduction/003 Exercise_ Meet The Community.html 3.04 KB
01 - Introduction/004 Your First Day.mp4 7.27 MB
01 - Introduction/004 Your First Day__en.srt 5.37 KB
02 - Machine Learning 101/001 What Is Machine Learning_.mp4 28.3 MB
02 - Machine Learning 101/001 What Is Machine Learning___en.srt 8.96 KB
02 - Machine Learning 101/002 AI_Machine Learning_Data Science.mp4 19.66 MB
02 - Machine Learning 101/002 AI_Machine Learning_Data Science__en.srt 6.45 KB
02 - Machine Learning 101/003 Exercise_ Machine Learning Playground.mp4 42.57 MB
02 - Machine Learning 101/003 Exercise_ Machine Learning Playground__en.srt 8.13 KB
02 - Machine Learning 101/004 How Did We Get Here_.mp4 30.5 MB
02 - Machine Learning 101/004 How Did We Get Here___en.srt 7.34 KB
02 - Machine Learning 101/005 Exercise_ YouTube Recommendation Engine.mp4 8.89 MB
02 - Machine Learning 101/005 Exercise_ YouTube Recommendation Engine__en.srt 5.62 KB
02 - Machine Learning 101/006 Types of Machine Learning.mp4 9.63 MB
02 - Machine Learning 101/006 Types of Machine Learning__en.srt 5.51 KB
02 - Machine Learning 101/007 Are You Getting It Yet_.html 160 B
02 - Machine Learning 101/008 What Is Machine Learning_ Round 2.mp4 11.85 MB
02 - Machine Learning 101/008 What Is Machine Learning_ Round 2__en.srt 6.25 KB
02 - Machine Learning 101/009 Section Review.mp4 2.25 MB
02 - Machine Learning 101/009 Section Review__en.srt 2.2 KB
02 - Machine Learning 101/010 Monthly Coding Challenges, Free Resources and Guides.html 1.63 KB
02 - Machine Learning 101/external-assets-links.txt 123 B
03 - Machine Learning and Data Science Framework/001 Section Overview.mp4 6.34 MB
03 - Machine Learning and Data Science Framework/001 Section Overview__en.srt 4.79 KB
03 - Machine Learning and Data Science Framework/002 Introducing Our Framework.mp4 4.2 MB
03 - Machine Learning and Data Science Framework/002 Introducing Our Framework__en.srt 3.7 KB
03 - Machine Learning and Data Science Framework/003 6 Step Machine Learning Framework.mp4 23.45 MB
03 - Machine Learning and Data Science Framework/003 6 Step Machine Learning Framework__en.srt 6.87 KB
03 - Machine Learning and Data Science Framework/004 Types of Machine Learning Problems.mp4 20.98 MB
03 - Machine Learning and Data Science Framework/004 Types of Machine Learning Problems__en.srt 14.46 KB
03 - Machine Learning and Data Science Framework/005 Types of Data.mp4 20.01 MB
03 - Machine Learning and Data Science Framework/005 Types of Data__en.srt 6.49 KB
03 - Machine Learning and Data Science Framework/006 Types of Evaluation.mp4 6.52 MB
03 - Machine Learning and Data Science Framework/006 Types of Evaluation__en.srt 4.56 KB
03 - Machine Learning and Data Science Framework/007 Features In Data.mp4 14.84 MB
03 - Machine Learning and Data Science Framework/007 Features In Data__en.srt 6.88 KB
03 - Machine Learning and Data Science Framework/008 Modelling - Splitting Data.mp4 11.3 MB
03 - Machine Learning and Data Science Framework/008 Modelling - Splitting Data__en.srt 7.8 KB
03 - Machine Learning and Data Science Framework/009 Modelling - Picking the Model.mp4 8.74 MB
03 - Machine Learning and Data Science Framework/009 Modelling - Picking the Model__en.srt 6.24 KB
03 - Machine Learning and Data Science Framework/010 Modelling - Tuning.mp4 15.98 MB
03 - Machine Learning and Data Science Framework/010 Modelling - Tuning__en.srt 5.09 KB
03 - Machine Learning and Data Science Framework/011 Modelling - Comparison.mp4 18.23 MB
03 - Machine Learning and Data Science Framework/011 Modelling - Comparison__en.srt 13.32 KB
03 - Machine Learning and Data Science Framework/012 Overfitting and Underfitting Definitions.html 1.95 KB
03 - Machine Learning and Data Science Framework/013 Experimentation.mp4 11.55 MB
03 - Machine Learning and Data Science Framework/013 Experimentation__en.srt 5.09 KB
03 - Machine Learning and Data Science Framework/014 Tools We Will Use.mp4 12.91 MB
03 - Machine Learning and Data Science Framework/014 Tools We Will Use__en.srt 6.08 KB
03 - Machine Learning and Data Science Framework/015 Optional_ Elements of AI.html 975 B
03 - Machine Learning and Data Science Framework/external-assets-links.txt 154 B
04 - The 2 Paths/001 The 2 Paths.mp4 4.26 MB
04 - The 2 Paths/001 The 2 Paths__en.srt 4.69 KB
04 - The 2 Paths/002 Python + Machine Learning Monthly.html 917 B
04 - The 2 Paths/003 Endorsements On LinkedIN.html 2.05 KB
05 - Data Science Environment Setup/001 Section Overview.mp4 1.89 MB
05 - Data Science Environment Setup/001 Section Overview__en.srt 2.05 KB
05 - Data Science Environment Setup/002 Introducing Our Tools.mp4 19.27 MB
05 - Data Science Environment Setup/002 Introducing Our Tools__en.srt 4.5 KB
05 - Data Science Environment Setup/003 What is Conda_.mp4 12.46 MB
05 - Data Science Environment Setup/003 What is Conda___en.srt 3.46 KB
05 - Data Science Environment Setup/004 Conda Environments.mp4 14.62 MB
05 - Data Science Environment Setup/004 Conda Environments__en.srt 6.22 KB
05 - Data Science Environment Setup/005 Mac Environment Setup.mp4 139.56 MB
05 - Data Science Environment Setup/005 Mac Environment Setup__en.srt 25.8 KB
05 - Data Science Environment Setup/006 Mac Environment Setup 2.mp4 122.18 MB
05 - Data Science Environment Setup/006 Mac Environment Setup 2__en.srt 21.74 KB
05 - Data Science Environment Setup/007 Windows Environment Setup.mp4 32.91 MB
05 - Data Science Environment Setup/007 Windows Environment Setup__en.srt 7.89 KB
05 - Data Science Environment Setup/008 Windows Environment Setup 2.mp4 190.92 MB
05 - Data Science Environment Setup/008 Windows Environment Setup 2__en.srt 33.25 KB
05 - Data Science Environment Setup/009 Linux Environment Setup.html 1.03 KB
05 - Data Science Environment Setup/010 Sharing your Conda Environment.html 2.41 KB
05 - Data Science Environment Setup/011 Jupyter Notebook Walkthrough.mp4 56.79 MB
05 - Data Science Environment Setup/011 Jupyter Notebook Walkthrough__en.srt 15.85 KB
05 - Data Science Environment Setup/012 Jupyter Notebook Walkthrough 2.mp4 87.64 MB
05 - Data Science Environment Setup/012 Jupyter Notebook Walkthrough 2__en.srt 22.66 KB
05 - Data Science Environment Setup/013 Jupyter Notebook Walkthrough 3.mp4 69.67 MB
05 - Data Science Environment Setup/013 Jupyter Notebook Walkthrough 3__en.srt 12.01 KB
05 - Data Science Environment Setup/21708590-conda-cheatsheet.pdf 201.29 KB
05 - Data Science Environment Setup/21892866-heart-disease.csv 11.06 KB
05 - Data Science Environment Setup/22591460-6-step-ml-framework.png 324.24 KB
05 - Data Science Environment Setup/external-assets-links.txt 857 B
06 - Pandas_ Data Analysis/001 Section Overview.mp4 3.57 MB
06 - Pandas_ Data Analysis/001 Section Overview__en.srt 3.69 KB
06 - Pandas_ Data Analysis/002 Downloading Workbooks and Assignments.html 967 B
06 - Pandas_ Data Analysis/003 Pandas Introduction.mp4 11.09 MB
06 - Pandas_ Data Analysis/003 Pandas Introduction__en.srt 7.01 KB
06 - Pandas_ Data Analysis/004 Series, Data Frames and CSVs.mp4 91.09 MB
06 - Pandas_ Data Analysis/004 Series, Data Frames and CSVs__en.srt 18.45 KB
06 - Pandas_ Data Analysis/005 Data from URLs.html 1.13 KB
06 - Pandas_ Data Analysis/006 Describing Data with Pandas.mp4 51.19 MB
06 - Pandas_ Data Analysis/006 Describing Data with Pandas__en.srt 14.23 KB
06 - Pandas_ Data Analysis/007 Selecting and Viewing Data with Pandas.mp4 61.67 MB
06 - Pandas_ Data Analysis/007 Selecting and Viewing Data with Pandas__en.srt 15.22 KB
06 - Pandas_ Data Analysis/008 Selecting and Viewing Data with Pandas Part 2.mp4 103.45 MB
06 - Pandas_ Data Analysis/008 Selecting and Viewing Data with Pandas Part 2__en.srt 18.95 KB
06 - Pandas_ Data Analysis/009 Manipulating Data.mp4 100.85 MB
06 - Pandas_ Data Analysis/009 Manipulating Data__en.srt 18.56 KB
06 - Pandas_ Data Analysis/010 Manipulating Data 2.mp4 84.31 MB
06 - Pandas_ Data Analysis/010 Manipulating Data 2__en.srt 14.82 KB
06 - Pandas_ Data Analysis/011 Manipulating Data 3.mp4 76.8 MB
06 - Pandas_ Data Analysis/011 Manipulating Data 3__en.srt 14.01 KB
06 - Pandas_ Data Analysis/012 Assignment_ Pandas Practice.html 2.05 KB
06 - Pandas_ Data Analysis/013 How To Download The Course Assignments.mp4 64.62 MB
06 - Pandas_ Data Analysis/013 How To Download The Course Assignments__en.srt 11.24 KB
06 - Pandas_ Data Analysis/21708170-car-sales.csv 369 B
06 - Pandas_ Data Analysis/21708212-pandas-anatomy-of-a-dataframe.png 333.24 KB
06 - Pandas_ Data Analysis/21708220-pandas-anatomy-of-a-dataframe.png 333.24 KB
06 - Pandas_ Data Analysis/22379919-car-sales-missing-data.csv 287 B
06 - Pandas_ Data Analysis/external-assets-links.txt 1.01 KB
07 - NumPy/001 Section Overview.mp4 8.09 MB
07 - NumPy/001 Section Overview__en.srt 3.25 KB
07 - NumPy/002 NumPy Introduction.mp4 13.63 MB
07 - NumPy/002 NumPy Introduction__en.srt 7.6 KB
07 - NumPy/003 Quick Note_ Correction In Next Video.html 1.28 KB
07 - NumPy/004 NumPy DataTypes and Attributes.mp4 56.56 MB
07 - NumPy/004 NumPy DataTypes and Attributes__en.srt 20.04 KB
07 - NumPy/005 Creating NumPy Arrays.mp4 56.09 MB
07 - NumPy/005 Creating NumPy Arrays__en.srt 12.46 KB
07 - NumPy/006 NumPy Random Seed.mp4 36.46 MB
07 - NumPy/006 NumPy Random Seed__en.srt 10.45 KB
07 - NumPy/007 Viewing Arrays and Matrices.mp4 59.36 MB
07 - NumPy/007 Viewing Arrays and Matrices__en.srt 13.86 KB
07 - NumPy/008 Manipulating Arrays.mp4 68.48 MB
07 - NumPy/008 Manipulating Arrays__en.srt 17.15 KB
07 - NumPy/009 Manipulating Arrays 2.mp4 57.97 MB
07 - NumPy/009 Manipulating Arrays 2__en.srt 12.01 KB
07 - NumPy/010 Standard Deviation and Variance.mp4 36.79 MB
07 - NumPy/010 Standard Deviation and Variance__en.srt 9.82 KB
07 - NumPy/011 Reshape and Transpose.mp4 51.39 MB
07 - NumPy/011 Reshape and Transpose__en.srt 9.68 KB
07 - NumPy/012 Dot Product vs Element Wise.mp4 83.66 MB
07 - NumPy/012 Dot Product vs Element Wise__en.srt 15.89 KB
07 - NumPy/013 Exercise_ Nut Butter Store Sales.mp4 87.17 MB
07 - NumPy/013 Exercise_ Nut Butter Store Sales__en.srt 17.41 KB
07 - NumPy/014 Comparison Operators.mp4 22.04 MB
07 - NumPy/014 Comparison Operators__en.srt 5.22 KB
07 - NumPy/015 Sorting Arrays.mp4 24.28 MB
07 - NumPy/015 Sorting Arrays__en.srt 8.95 KB
07 - NumPy/016 Turn Images Into NumPy Arrays.mp4 71.28 MB
07 - NumPy/016 Turn Images Into NumPy Arrays__en.srt 10.6 KB
07 - NumPy/017 Assignment_ NumPy Practice.html 2.17 KB
07 - NumPy/018 Optional_ Extra NumPy resources.html 1.02 KB
07 - NumPy/21708696-numpy-images.zip 7.27 MB
07 - NumPy/external-assets-links.txt 818 B
08 - Matplotlib_ Plotting and Data Visualization/001 Section Overview.mp4 2.79 MB
08 - Matplotlib_ Plotting and Data Visualization/001 Section Overview__en.srt 2.64 KB
08 - Matplotlib_ Plotting and Data Visualization/002 Matplotlib Introduction.mp4 20.9 MB
08 - Matplotlib_ Plotting and Data Visualization/002 Matplotlib Introduction__en.srt 8.2 KB
08 - Matplotlib_ Plotting and Data Visualization/003 Importing And Using Matplotlib.mp4 86.5 MB
08 - Matplotlib_ Plotting and Data Visualization/003 Importing And Using Matplotlib__en.srt 16.68 KB
08 - Matplotlib_ Plotting and Data Visualization/004 Anatomy Of A Matplotlib Figure.mp4 53.21 MB
08 - Matplotlib_ Plotting and Data Visualization/004 Anatomy Of A Matplotlib Figure__en.srt 14.54 KB
08 - Matplotlib_ Plotting and Data Visualization/005 Scatter Plot And Bar Plot.mp4 44.6 MB
08 - Matplotlib_ Plotting and Data Visualization/005 Scatter Plot And Bar Plot__en.srt 14.91 KB
08 - Matplotlib_ Plotting and Data Visualization/006 Histograms And Subplots.mp4 57.48 MB
08 - Matplotlib_ Plotting and Data Visualization/006 Histograms And Subplots__en.srt 13.01 KB
08 - Matplotlib_ Plotting and Data Visualization/007 Subplots Option 2.mp4 31.24 MB
08 - Matplotlib_ Plotting and Data Visualization/007 Subplots Option 2__en.srt 6.65 KB
08 - Matplotlib_ Plotting and Data Visualization/008 Quick Tip_ Data Visualizations.mp4 4.35 MB
08 - Matplotlib_ Plotting and Data Visualization/008 Quick Tip_ Data Visualizations__en.srt 2.31 KB
08 - Matplotlib_ Plotting and Data Visualization/009 Plotting From Pandas DataFrames.mp4 49.46 MB
08 - Matplotlib_ Plotting and Data Visualization/009 Plotting From Pandas DataFrames__en.srt 9.68 KB
08 - Matplotlib_ Plotting and Data Visualization/010 Quick Note_ Regular Expressions.html 632 B
08 - Matplotlib_ Plotting and Data Visualization/011 Plotting From Pandas DataFrames 2.mp4 97.29 MB
08 - Matplotlib_ Plotting and Data Visualization/011 Plotting From Pandas DataFrames 2__en.srt 13.52 KB
08 - Matplotlib_ Plotting and Data Visualization/012 Plotting from Pandas DataFrames 3.mp4 73.38 MB
08 - Matplotlib_ Plotting and Data Visualization/012 Plotting from Pandas DataFrames 3__en.srt 11.79 KB
08 - Matplotlib_ Plotting and Data Visualization/013 Plotting from Pandas DataFrames 4.mp4 14.32 MB
08 - Matplotlib_ Plotting and Data Visualization/013 Plotting from Pandas DataFrames 4__en.srt 9.97 KB
08 - Matplotlib_ Plotting and Data Visualization/014 Plotting from Pandas DataFrames 5.mp4 54.39 MB
08 - Matplotlib_ Plotting and Data Visualization/014 Plotting from Pandas DataFrames 5__en.srt 12.19 KB
08 - Matplotlib_ Plotting and Data Visualization/015 Plotting from Pandas DataFrames 6.mp4 67.47 MB
08 - Matplotlib_ Plotting and Data Visualization/015 Plotting from Pandas DataFrames 6__en.srt 11.73 KB
08 - Matplotlib_ Plotting and Data Visualization/016 Plotting from Pandas DataFrames 7.mp4 118.88 MB
08 - Matplotlib_ Plotting and Data Visualization/016 Plotting from Pandas DataFrames 7__en.srt 15.94 KB
08 - Matplotlib_ Plotting and Data Visualization/017 Customizing Your Plots.mp4 90.98 MB
08 - Matplotlib_ Plotting and Data Visualization/017 Customizing Your Plots__en.srt 14.4 KB
08 - Matplotlib_ Plotting and Data Visualization/018 Customizing Your Plots 2.mp4 123.67 MB
08 - Matplotlib_ Plotting and Data Visualization/018 Customizing Your Plots 2__en.srt 13.25 KB
08 - Matplotlib_ Plotting and Data Visualization/019 Saving And Sharing Your Plots.mp4 49.62 MB
08 - Matplotlib_ Plotting and Data Visualization/019 Saving And Sharing Your Plots__en.srt 6.24 KB
08 - Matplotlib_ Plotting and Data Visualization/020 Assignment_ Matplotlib Practice.html 2.05 KB
08 - Matplotlib_ Plotting and Data Visualization/21709556-matplotlib-anatomy-of-a-plot.png 369.39 KB
08 - Matplotlib_ Plotting and Data Visualization/21709558-matplotlib-anatomy-of-a-plot-with-code.png 654.77 KB
08 - Matplotlib_ Plotting and Data Visualization/21709560-heart-disease.csv 11.06 KB
08 - Matplotlib_ Plotting and Data Visualization/external-assets-links.txt 473 B
09 - Scikit-learn_ Creating Machine Learning Models/001 Section Overview.mp4 5.57 MB
09 - Scikit-learn_ Creating Machine Learning Models/001 Section Overview__en.srt 3.98 KB
09 - Scikit-learn_ Creating Machine Learning Models/002 Scikit-learn Introduction.mp4 17.17 MB
09 - Scikit-learn_ Creating Machine Learning Models/002 Scikit-learn Introduction__en.srt 10.94 KB
09 - Scikit-learn_ Creating Machine Learning Models/003 Quick Note_ Upcoming Video.html 390 B
09 - Scikit-learn_ Creating Machine Learning Models/004 Refresher_ What Is Machine Learning_.mp4 17.85 MB
09 - Scikit-learn_ Creating Machine Learning Models/004 Refresher_ What Is Machine Learning___en.srt 6.69 KB
09 - Scikit-learn_ Creating Machine Learning Models/005 Quick Note_ Upcoming Videos.html 1018 B
09 - Scikit-learn_ Creating Machine Learning Models/006 Scikit-learn Cheatsheet.mp4 75.12 MB
09 - Scikit-learn_ Creating Machine Learning Models/006 Scikit-learn Cheatsheet__en.srt 10.51 KB
09 - Scikit-learn_ Creating Machine Learning Models/007 Typical scikit-learn Workflow.mp4 184.59 MB
09 - Scikit-learn_ Creating Machine Learning Models/007 Typical scikit-learn Workflow__en.srt 2.42 KB
09 - Scikit-learn_ Creating Machine Learning Models/007 Typical scikit-learn Workflow_en.vtt 28.43 KB
09 - Scikit-learn_ Creating Machine Learning Models/008 Optional_ Debugging Warnings In Jupyter.mp4 171.49 MB
09 - Scikit-learn_ Creating Machine Learning Models/008 Optional_ Debugging Warnings In Jupyter__en.srt 26.84 KB
09 - Scikit-learn_ Creating Machine Learning Models/009 Getting Your Data Ready_ Splitting Your Data.mp4 61.01 MB
09 - Scikit-learn_ Creating Machine Learning Models/009 Getting Your Data Ready_ Splitting Your Data__en.srt 7.23 KB
09 - Scikit-learn_ Creating Machine Learning Models/009 Getting Your Data Ready_ Splitting Your Data_en.vtt 10.65 KB
09 - Scikit-learn_ Creating Machine Learning Models/010 Quick Tip_ Clean, Transform, Reduce.mp4 9.74 MB
09 - Scikit-learn_ Creating Machine Learning Models/010 Quick Tip_ Clean, Transform, Reduce__en.srt 6.55 KB
09 - Scikit-learn_ Creating Machine Learning Models/011 Getting Your Data Ready_ Convert Data To Numbers.mp4 130.89 MB
09 - Scikit-learn_ Creating Machine Learning Models/011 Getting Your Data Ready_ Convert Data To Numbers__en.srt 23.4 KB
09 - Scikit-learn_ Creating Machine Learning Models/012 Note_ Update to next video (OneHotEncoder can handle NaN_None values).html 1.57 KB
09 - Scikit-learn_ Creating Machine Learning Models/013 Getting Your Data Ready_ Handling Missing Values With Pandas.mp4 45.56 MB
09 - Scikit-learn_ Creating Machine Learning Models/013 Getting Your Data Ready_ Handling Missing Values With Pandas__en.srt 17.96 KB
09 - Scikit-learn_ Creating Machine Learning Models/014 Extension_ Feature Scaling.html 2.93 KB
09 - Scikit-learn_ Creating Machine Learning Models/015 Note_ Correction in the upcoming video (splitting data).html 2.16 KB
09 - Scikit-learn_ Creating Machine Learning Models/016 Getting Your Data Ready_ Handling Missing Values With Scikit-learn.mp4 131.36 MB
09 - Scikit-learn_ Creating Machine Learning Models/016 Getting Your Data Ready_ Handling Missing Values With Scikit-learn__en.srt 24.78 KB
09 - Scikit-learn_ Creating Machine Learning Models/017 NEW_ Choosing The Right Model For Your Data.mp4 234.28 MB
09 - Scikit-learn_ Creating Machine Learning Models/017 NEW_ Choosing The Right Model For Your Data__en.srt 30.12 KB
09 - Scikit-learn_ Creating Machine Learning Models/018 NEW_ Choosing The Right Model For Your Data 2 (Regression).mp4 128.64 MB
09 - Scikit-learn_ Creating Machine Learning Models/018 NEW_ Choosing The Right Model For Your Data 2 (Regression)__en.srt 16.9 KB
09 - Scikit-learn_ Creating Machine Learning Models/019 Quick Note_ Decision Trees.html 221 B
09 - Scikit-learn_ Creating Machine Learning Models/020 Quick Tip_ How ML Algorithms Work.mp4 2.78 MB
09 - Scikit-learn_ Creating Machine Learning Models/020 Quick Tip_ How ML Algorithms Work__en.srt 1.88 KB
09 - Scikit-learn_ Creating Machine Learning Models/021 Choosing The Right Model For Your Data 3 (Classification).mp4 115.87 MB
09 - Scikit-learn_ Creating Machine Learning Models/021 Choosing The Right Model For Your Data 3 (Classification)__en.srt 18.55 KB
09 - Scikit-learn_ Creating Machine Learning Models/022 Fitting A Model To The Data.mp4 38.41 MB
09 - Scikit-learn_ Creating Machine Learning Models/022 Fitting A Model To The Data__en.srt 10.09 KB
09 - Scikit-learn_ Creating Machine Learning Models/023 Making Predictions With Our Model.mp4 64.1 MB
09 - Scikit-learn_ Creating Machine Learning Models/023 Making Predictions With Our Model__en.srt 12.91 KB
09 - Scikit-learn_ Creating Machine Learning Models/024 predict() vs predict_proba().mp4 39.07 MB
09 - Scikit-learn_ Creating Machine Learning Models/024 predict() vs predict_proba()__en.srt 12.19 KB
09 - Scikit-learn_ Creating Machine Learning Models/025 NEW_ Making Predictions With Our Model (Regression).mp4 79.23 MB
09 - Scikit-learn_ Creating Machine Learning Models/025 NEW_ Making Predictions With Our Model (Regression)__en.srt 12.77 KB
09 - Scikit-learn_ Creating Machine Learning Models/026 NEW_ Evaluating A Machine Learning Model (Score) Part 1.mp4 36.57 MB
09 - Scikit-learn_ Creating Machine Learning Models/026 NEW_ Evaluating A Machine Learning Model (Score) Part 1__en.srt 14.58 KB
09 - Scikit-learn_ Creating Machine Learning Models/027 NEW_ Evaluating A Machine Learning Model (Score) Part 2.mp4 52.92 MB
09 - Scikit-learn_ Creating Machine Learning Models/027 NEW_ Evaluating A Machine Learning Model (Score) Part 2__en.srt 10.09 KB
09 - Scikit-learn_ Creating Machine Learning Models/028 Evaluating A Machine Learning Model 2 (Cross Validation).mp4 81.47 MB
09 - Scikit-learn_ Creating Machine Learning Models/028 Evaluating A Machine Learning Model 2 (Cross Validation)__en.srt 18.35 KB
09 - Scikit-learn_ Creating Machine Learning Models/029 Evaluating A Classification Model 1 (Accuracy).mp4 29.87 MB
09 - Scikit-learn_ Creating Machine Learning Models/029 Evaluating A Classification Model 1 (Accuracy)__en.srt 6.14 KB
09 - Scikit-learn_ Creating Machine Learning Models/030 Evaluating A Classification Model 2 (ROC Curve).mp4 56.34 MB
09 - Scikit-learn_ Creating Machine Learning Models/030 Evaluating A Classification Model 2 (ROC Curve)__en.srt 12.81 KB
09 - Scikit-learn_ Creating Machine Learning Models/031 Evaluating A Classification Model 3 (ROC Curve).mp4 47.72 MB
09 - Scikit-learn_ Creating Machine Learning Models/031 Evaluating A Classification Model 3 (ROC Curve)__en.srt 10.54 KB
09 - Scikit-learn_ Creating Machine Learning Models/032 Reading Extension_ ROC Curve + AUC.html 1.48 KB
09 - Scikit-learn_ Creating Machine Learning Models/033 Evaluating A Classification Model 4 (Confusion Matrix).mp4 77.69 MB
09 - Scikit-learn_ Creating Machine Learning Models/033 Evaluating A Classification Model 4 (Confusion Matrix)__en.srt 15.97 KB
09 - Scikit-learn_ Creating Machine Learning Models/034 NEW_ Evaluating A Classification Model 5 (Confusion Matrix).mp4 106.5 MB
09 - Scikit-learn_ Creating Machine Learning Models/034 NEW_ Evaluating A Classification Model 5 (Confusion Matrix)__en.srt 21.29 KB
09 - Scikit-learn_ Creating Machine Learning Models/035 Evaluating A Classification Model 6 (Classification Report).mp4 84.95 MB
09 - Scikit-learn_ Creating Machine Learning Models/035 Evaluating A Classification Model 6 (Classification Report)__en.srt 551 B
09 - Scikit-learn_ Creating Machine Learning Models/035 Evaluating A Classification Model 6 (Classification Report)_en.vtt 12.99 KB
09 - Scikit-learn_ Creating Machine Learning Models/036 NEW_ Evaluating A Regression Model 1 (R2 Score).mp4 99.44 MB
09 - Scikit-learn_ Creating Machine Learning Models/036 NEW_ Evaluating A Regression Model 1 (R2 Score)__en.srt 15.06 KB
09 - Scikit-learn_ Creating Machine Learning Models/037 NEW_ Evaluating A Regression Model 2 (MAE).mp4 42.9 MB
09 - Scikit-learn_ Creating Machine Learning Models/037 NEW_ Evaluating A Regression Model 2 (MAE)__en.srt 10.26 KB
09 - Scikit-learn_ Creating Machine Learning Models/038 NEW_ Evaluating A Regression Model 3 (MSE).mp4 58.75 MB
09 - Scikit-learn_ Creating Machine Learning Models/038 NEW_ Evaluating A Regression Model 3 (MSE)__en.srt 13.67 KB
09 - Scikit-learn_ Creating Machine Learning Models/039 Machine Learning Model Evaluation.html 7.12 KB
09 - Scikit-learn_ Creating Machine Learning Models/040 NEW_ Evaluating A Model With Cross Validation and Scoring Parameter.mp4 224.91 MB
09 - Scikit-learn_ Creating Machine Learning Models/040 NEW_ Evaluating A Model With Cross Validation and Scoring Parameter__en.srt 36.46 KB
09 - Scikit-learn_ Creating Machine Learning Models/041 NEW_ Evaluating A Model With Scikit-learn Functions.mp4 130.4 MB
09 - Scikit-learn_ Creating Machine Learning Models/041 NEW_ Evaluating A Model With Scikit-learn Functions__en.srt 20.22 KB
09 - Scikit-learn_ Creating Machine Learning Models/042 Improving A Machine Learning Model.mp4 90.87 MB
09 - Scikit-learn_ Creating Machine Learning Models/042 Improving A Machine Learning Model__en.srt 15.24 KB
09 - Scikit-learn_ Creating Machine Learning Models/043 Tuning Hyperparameters.mp4 167.98 MB
09 - Scikit-learn_ Creating Machine Learning Models/043 Tuning Hyperparameters__en.srt 32.43 KB
09 - Scikit-learn_ Creating Machine Learning Models/044 Tuning Hyperparameters 2.mp4 116.86 MB
09 - Scikit-learn_ Creating Machine Learning Models/044 Tuning Hyperparameters 2__en.srt 18.12 KB
09 - Scikit-learn_ Creating Machine Learning Models/045 Tuning Hyperparameters 3.mp4 118.13 MB
09 - Scikit-learn_ Creating Machine Learning Models/045 Tuning Hyperparameters 3__en.srt 20.41 KB
09 - Scikit-learn_ Creating Machine Learning Models/046 Note_ Metric Comparison Improvement.html 2.18 KB
09 - Scikit-learn_ Creating Machine Learning Models/047 Quick Tip_ Correlation Analysis.mp4 16.33 MB
09 - Scikit-learn_ Creating Machine Learning Models/047 Quick Tip_ Correlation Analysis__en.srt 3.04 KB
09 - Scikit-learn_ Creating Machine Learning Models/048 Saving And Loading A Model.mp4 50.43 MB
09 - Scikit-learn_ Creating Machine Learning Models/048 Saving And Loading A Model__en.srt 10.21 KB
09 - Scikit-learn_ Creating Machine Learning Models/049 Saving And Loading A Model 2.mp4 47.66 MB
09 - Scikit-learn_ Creating Machine Learning Models/049 Saving And Loading A Model 2__en.srt 9.39 KB
09 - Scikit-learn_ Creating Machine Learning Models/050 Putting It All Together.mp4 143.21 MB
09 - Scikit-learn_ Creating Machine Learning Models/050 Putting It All Together__en.srt 9.59 KB
09 - Scikit-learn_ Creating Machine Learning Models/050 Putting It All Together_en.vtt 25 KB
09 - Scikit-learn_ Creating Machine Learning Models/051 Putting It All Together 2.mp4 114.19 MB
09 - Scikit-learn_ Creating Machine Learning Models/051 Putting It All Together 2__en.srt 16.75 KB
09 - Scikit-learn_ Creating Machine Learning Models/052 Scikit-Learn Practice.html 2.07 KB
09 - Scikit-learn_ Creating Machine Learning Models/22295379-scikit-learn-data.zip 20.83 KB
09 - Scikit-learn_ Creating Machine Learning Models/external-assets-links.txt 1.5 KB
10 - Supervised Learning_ Classification + Regression/001 Milestone Projects_.html 738 B
11 - Milestone Project 1_ Supervised Learning (Classification)/001 Section Overview.mp4 3.25 MB
11 - Milestone Project 1_ Supervised Learning (Classification)/001 Section Overview__en.srt 3.16 KB
11 - Milestone Project 1_ Supervised Learning (Classification)/002 Project Overview.mp4 13.67 MB
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