[FreeCourseSite.com] Udemy - Machine Learning with Javascript
大小
6.75 GB
文件数
438
Info Hash:
DD761F7837308BA54767E965B4BA66871F5C746C
收录时间
2026-01-19 21:20:39
更新时间
2026-01-19 21:20:39
文件列表 (438)
0. Websites you may like/[CourseClub.Me].url
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0. Websites you may like/[FreeCourseSite.com].url
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01 - What is Machine Learning/0. Websites you may like/[CourseClub.Me].url
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01 - What is Machine Learning/0. Websites you may like/[FreeCourseSite.com].url
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01 - What is Machine Learning/001 Getting Started - How to Get Help.mp4
8.35 MB
01 - What is Machine Learning/001 Getting Started - How to Get Help_en.srt
1.87 KB
01 - What is Machine Learning/002 Course Resources.html
1.33 KB
01 - What is Machine Learning/002 diagrams.zip
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01 - What is Machine Learning/003 Join Our Community!.html
318 B
01 - What is Machine Learning/004 Solving Machine Learning Problems.mp4
62.77 MB
01 - What is Machine Learning/004 Solving Machine Learning Problems_en.srt
9.55 KB
01 - What is Machine Learning/005 A Complete Walkthrough.mp4
63.3 MB
01 - What is Machine Learning/005 A Complete Walkthrough_en.srt
15.44 KB
01 - What is Machine Learning/006 App Setup.mp4
8.13 MB
01 - What is Machine Learning/006 App Setup_en.srt
3.51 KB
01 - What is Machine Learning/007 Problem Outline.mp4
22.9 MB
01 - What is Machine Learning/007 Problem Outline_en.srt
5.03 KB
01 - What is Machine Learning/008 Identifying Relevant Data.mp4
33.91 MB
01 - What is Machine Learning/008 Identifying Relevant Data_en.srt
6.85 KB
01 - What is Machine Learning/009 Dataset Structures.mp4
48.24 MB
01 - What is Machine Learning/009 Dataset Structures_en.srt
9.5 KB
01 - What is Machine Learning/010 Recording Observation Data.mp4
12.68 MB
01 - What is Machine Learning/010 Recording Observation Data_en.srt
6.3 KB
01 - What is Machine Learning/011 What Type of Problem.mp4
16.86 MB
01 - What is Machine Learning/011 What Type of Problem_en.srt
8.09 KB
01 - What is Machine Learning/[CourseClub.Me].url
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01 - What is Machine Learning/[FreeCourseSite.com].url
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02 - Algorithm Overview/0. Websites you may like/[CourseClub.Me].url
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02 - Algorithm Overview/0. Websites you may like/[FreeCourseSite.com].url
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02 - Algorithm Overview/001 How K-Nearest Neighbor Works.mp4
69.73 MB
02 - Algorithm Overview/001 How K-Nearest Neighbor Works_en.srt
13.32 KB
02 - Algorithm Overview/002 Lodash Review.mp4
48.26 MB
02 - Algorithm Overview/002 Lodash Review_en.srt
15.61 KB
02 - Algorithm Overview/003 Implementing KNN.mp4
59.34 MB
02 - Algorithm Overview/003 Implementing KNN_en.srt
10.93 KB
02 - Algorithm Overview/004 Finishing KNN Implementation.mp4
37.96 MB
02 - Algorithm Overview/004 Finishing KNN Implementation_en.srt
9.3 KB
02 - Algorithm Overview/005 Testing the Algorithm.mp4
44.96 MB
02 - Algorithm Overview/005 Testing the Algorithm_en.srt
7.33 KB
02 - Algorithm Overview/006 Interpreting Bad Results.mp4
25.65 MB
02 - Algorithm Overview/006 Interpreting Bad Results_en.srt
6.57 KB
02 - Algorithm Overview/007 Test and Training Data.mp4
27.37 MB
02 - Algorithm Overview/007 Test and Training Data_en.srt
6.33 KB
02 - Algorithm Overview/008 Randomizing Test Data.mp4
13.46 MB
02 - Algorithm Overview/008 Randomizing Test Data_en.srt
5.88 KB
02 - Algorithm Overview/009 Generalizing KNN.mp4
38.99 MB
02 - Algorithm Overview/009 Generalizing KNN_en.srt
5.87 KB
02 - Algorithm Overview/010 Gauging Accuracy.mp4
45.97 MB
02 - Algorithm Overview/010 Gauging Accuracy_en.srt
8.2 KB
02 - Algorithm Overview/011 Printing a Report.mp4
33.29 MB
02 - Algorithm Overview/011 Printing a Report_en.srt
5.23 KB
02 - Algorithm Overview/012 Refactoring Accuracy Reporting.mp4
33.81 MB
02 - Algorithm Overview/012 Refactoring Accuracy Reporting_en.srt
7.98 KB
02 - Algorithm Overview/013 Investigating Optimal K Values.mp4
112.41 MB
02 - Algorithm Overview/013 Investigating Optimal K Values_en.srt
18.84 KB
02 - Algorithm Overview/014 Updating KNN for Multiple Features.mp4
48.83 MB
02 - Algorithm Overview/014 Updating KNN for Multiple Features_en.srt
10.31 KB
02 - Algorithm Overview/015 Multi-Dimensional KNN.mp4
31.92 MB
02 - Algorithm Overview/015 Multi-Dimensional KNN_en.srt
6.41 KB
02 - Algorithm Overview/016 N-Dimension Distance.mp4
59.47 MB
02 - Algorithm Overview/016 N-Dimension Distance_en.srt
16.11 KB
02 - Algorithm Overview/017 Arbitrary Feature Spaces.mp4
58.1 MB
02 - Algorithm Overview/017 Arbitrary Feature Spaces_en.srt
13.89 KB
02 - Algorithm Overview/018 Magnitude Offsets in Features.mp4
46.23 MB
02 - Algorithm Overview/018 Magnitude Offsets in Features_en.srt
9.19 KB
02 - Algorithm Overview/019 Feature Normalization.mp4
54.09 MB
02 - Algorithm Overview/019 Feature Normalization_en.srt
11.92 KB
02 - Algorithm Overview/020 Normalization with MinMax.mp4
54.4 MB
02 - Algorithm Overview/020 Normalization with MinMax_en.srt
10.99 KB
02 - Algorithm Overview/021 Applying Normalization.mp4
38.91 MB
02 - Algorithm Overview/021 Applying Normalization_en.srt
7.41 KB
02 - Algorithm Overview/022 Feature Selection with KNN.mp4
57.3 MB
02 - Algorithm Overview/022 Feature Selection with KNN_en.srt
12.75 KB
02 - Algorithm Overview/023 Objective Feature Picking.mp4
28.47 MB
02 - Algorithm Overview/023 Objective Feature Picking_en.srt
9.7 KB
02 - Algorithm Overview/024 Evaluating Different Feature Values.mp4
21.01 MB
02 - Algorithm Overview/024 Evaluating Different Feature Values_en.srt
4.48 KB
02 - Algorithm Overview/[CourseClub.Me].url
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02 - Algorithm Overview/[FreeCourseSite.com].url
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03 - Onwards to Tensorflow JS!/0. Websites you may like/[CourseClub.Me].url
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03 - Onwards to Tensorflow JS!/0. Websites you may like/[FreeCourseSite.com].url
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03 - Onwards to Tensorflow JS!/001 Let's Get Our Bearings.mp4
46.8 MB
03 - Onwards to Tensorflow JS!/001 Let's Get Our Bearings_en.srt
12.32 KB
03 - Onwards to Tensorflow JS!/002 A Plan to Move Forward.mp4
36.9 MB
03 - Onwards to Tensorflow JS!/002 A Plan to Move Forward_en.srt
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03 - Onwards to Tensorflow JS!/003 Tensor Shape and Dimension.mp4
70.3 MB
03 - Onwards to Tensorflow JS!/003 Tensor Shape and Dimension_en.srt
20.01 KB
03 - Onwards to Tensorflow JS!/004 Tensor Dimension and Shapes.html
13.53 KB
03 - Onwards to Tensorflow JS!/005 Elementwise Operations.mp4
43.18 MB
03 - Onwards to Tensorflow JS!/005 Elementwise Operations_en.srt
12.74 KB
03 - Onwards to Tensorflow JS!/006 Broadcasting Operations.mp4
24.22 MB
03 - Onwards to Tensorflow JS!/006 Broadcasting Operations_en.srt
11.03 KB
03 - Onwards to Tensorflow JS!/007 Broadcasting Elementwise Operations.html
10.4 KB
03 - Onwards to Tensorflow JS!/008 Logging Tensor Data.mp4
10.68 MB
03 - Onwards to Tensorflow JS!/008 Logging Tensor Data_en.srt
6.72 KB
03 - Onwards to Tensorflow JS!/009 Tensor Accessors.mp4
10.92 MB
03 - Onwards to Tensorflow JS!/009 Tensor Accessors_en.srt
8.76 KB
03 - Onwards to Tensorflow JS!/010 Creating Slices of Data.mp4
27.97 MB
03 - Onwards to Tensorflow JS!/010 Creating Slices of Data_en.srt
11.95 KB
03 - Onwards to Tensorflow JS!/011 Tensor Concatenation.mp4
27.84 MB
03 - Onwards to Tensorflow JS!/011 Tensor Concatenation_en.srt
8.93 KB
03 - Onwards to Tensorflow JS!/012 Summing Values Along an Axis.mp4
30.04 MB
03 - Onwards to Tensorflow JS!/012 Summing Values Along an Axis_en.srt
8.35 KB
03 - Onwards to Tensorflow JS!/013 Massaging Dimensions with ExpandDims.mp4
27.21 MB
03 - Onwards to Tensorflow JS!/013 Massaging Dimensions with ExpandDims_en.srt
12.52 KB
03 - Onwards to Tensorflow JS!/[CourseClub.Me].url
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03 - Onwards to Tensorflow JS!/[FreeCourseSite.com].url
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04 - Applications of Tensorflow/0. Websites you may like/[CourseClub.Me].url
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04 - Applications of Tensorflow/0. Websites you may like/[FreeCourseSite.com].url
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04 - Applications of Tensorflow/001 KNN with Regression.mp4
19.02 MB
04 - Applications of Tensorflow/001 KNN with Regression_en.srt
8.27 KB
04 - Applications of Tensorflow/002 A Change in Data Structure.mp4
15.11 MB
04 - Applications of Tensorflow/002 A Change in Data Structure_en.srt
6.62 KB
04 - Applications of Tensorflow/003 KNN with Tensorflow.mp4
59.55 MB
04 - Applications of Tensorflow/003 KNN with Tensorflow_en.srt
15.04 KB
04 - Applications of Tensorflow/004 Maintaining Order Relationships.mp4
36.11 MB
04 - Applications of Tensorflow/004 Maintaining Order Relationships_en.srt
10.92 KB
04 - Applications of Tensorflow/005 Sorting Tensors.mp4
29.49 MB
04 - Applications of Tensorflow/005 Sorting Tensors_en.srt
12.83 KB
04 - Applications of Tensorflow/006 Averaging Top Values.mp4
47.53 MB
04 - Applications of Tensorflow/006 Averaging Top Values_en.srt
12.38 KB
04 - Applications of Tensorflow/007 Moving to the Editor.mp4
26.79 MB
04 - Applications of Tensorflow/007 Moving to the Editor_en.srt
5.43 KB
04 - Applications of Tensorflow/008 Loading CSV Data.mp4
68.81 MB
04 - Applications of Tensorflow/008 Loading CSV Data_en.srt
15.68 KB
04 - Applications of Tensorflow/009 Running an Analysis.mp4
20.82 MB
04 - Applications of Tensorflow/009 Running an Analysis_en.srt
9.79 KB
04 - Applications of Tensorflow/010 Reporting Error Percentages.mp4
40.68 MB
04 - Applications of Tensorflow/010 Reporting Error Percentages_en.srt
9.99 KB
04 - Applications of Tensorflow/011 Normalization or Standardization.mp4
77.88 MB
04 - Applications of Tensorflow/011 Normalization or Standardization_en.srt
11.93 KB
04 - Applications of Tensorflow/012 Numerical Standardization with Tensorflow.mp4
40.17 MB
04 - Applications of Tensorflow/012 Numerical Standardization with Tensorflow_en.srt
12.13 KB
04 - Applications of Tensorflow/013 Applying Standardization.mp4
36.51 MB
04 - Applications of Tensorflow/013 Applying Standardization_en.srt
6.67 KB
04 - Applications of Tensorflow/014 Debugging Calculations.mp4
75.03 MB
04 - Applications of Tensorflow/014 Debugging Calculations_en.srt
13.6 KB
04 - Applications of Tensorflow/015 What Now.mp4
17.76 MB
04 - Applications of Tensorflow/015 What Now_en.srt
6.43 KB
04 - Applications of Tensorflow/[CourseClub.Me].url
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04 - Applications of Tensorflow/[FreeCourseSite.com].url
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05 - Getting Started with Gradient Descent/0. Websites you may like/[CourseClub.Me].url
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05 - Getting Started with Gradient Descent/0. Websites you may like/[FreeCourseSite.com].url
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05 - Getting Started with Gradient Descent/001 Linear Regression.mp4
9.7 MB
05 - Getting Started with Gradient Descent/001 Linear Regression_en.srt
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05 - Getting Started with Gradient Descent/002 Why Linear Regression.mp4
29.91 MB
05 - Getting Started with Gradient Descent/002 Why Linear Regression_en.srt
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05 - Getting Started with Gradient Descent/003 Understanding Gradient Descent.mp4
77.88 MB
05 - Getting Started with Gradient Descent/003 Understanding Gradient Descent_en.srt
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05 - Getting Started with Gradient Descent/004 Guessing Coefficients with MSE.mp4
70.81 MB
05 - Getting Started with Gradient Descent/004 Guessing Coefficients with MSE_en.srt
15.84 KB
05 - Getting Started with Gradient Descent/005 Observations Around MSE.mp4
21.44 MB
05 - Getting Started with Gradient Descent/005 Observations Around MSE_en.srt
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05 - Getting Started with Gradient Descent/006 Derivatives!.mp4
20.72 MB
05 - Getting Started with Gradient Descent/006 Derivatives!_en.srt
11.51 KB
05 - Getting Started with Gradient Descent/007 Gradient Descent in Action.mp4
89.2 MB
05 - Getting Started with Gradient Descent/007 Gradient Descent in Action_en.srt
18.71 KB
05 - Getting Started with Gradient Descent/008 Quick Breather and Review.mp4
39.05 MB
05 - Getting Started with Gradient Descent/008 Quick Breather and Review_en.srt
9.06 KB
05 - Getting Started with Gradient Descent/009 Why a Learning Rate.mp4
148.47 MB
05 - Getting Started with Gradient Descent/009 Why a Learning Rate_en.srt
26.52 KB
05 - Getting Started with Gradient Descent/010 Answering Common Questions.mp4
29.84 MB
05 - Getting Started with Gradient Descent/010 Answering Common Questions_en.srt
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05 - Getting Started with Gradient Descent/011 Gradient Descent with Multiple Terms.mp4
16.76 MB
05 - Getting Started with Gradient Descent/011 Gradient Descent with Multiple Terms_en.srt
7.7 KB
05 - Getting Started with Gradient Descent/012 Multiple Terms in Action.mp4
103.27 MB
05 - Getting Started with Gradient Descent/012 Multiple Terms in Action_en.srt
16.97 KB
05 - Getting Started with Gradient Descent/[CourseClub.Me].url
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05 - Getting Started with Gradient Descent/[FreeCourseSite.com].url
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06 - Gradient Descent with Tensorflow/0. Websites you may like/[CourseClub.Me].url
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06 - Gradient Descent with Tensorflow/0. Websites you may like/[FreeCourseSite.com].url
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06 - Gradient Descent with Tensorflow/001 Project Overview.mp4
24.94 MB
06 - Gradient Descent with Tensorflow/001 Project Overview_en.srt
9.61 KB
06 - Gradient Descent with Tensorflow/002 Data Loading.mp4
19.56 MB
06 - Gradient Descent with Tensorflow/002 Data Loading_en.srt
8 KB
06 - Gradient Descent with Tensorflow/003 Default Algorithm Options.mp4
26.6 MB
06 - Gradient Descent with Tensorflow/003 Default Algorithm Options_en.srt
13.17 KB
06 - Gradient Descent with Tensorflow/004 Formulating the Training Loop.mp4
8.7 MB
06 - Gradient Descent with Tensorflow/004 Formulating the Training Loop_en.srt
5.1 KB
06 - Gradient Descent with Tensorflow/005 Initial Gradient Descent Implementation.mp4
67.66 MB
06 - Gradient Descent with Tensorflow/005 Initial Gradient Descent Implementation_en.srt
14.31 KB
06 - Gradient Descent with Tensorflow/006 Calculating MSE Slopes.mp4
51.06 MB
06 - Gradient Descent with Tensorflow/006 Calculating MSE Slopes_en.srt
10.01 KB
06 - Gradient Descent with Tensorflow/007 Updating Coefficients.mp4
26.02 MB
06 - Gradient Descent with Tensorflow/007 Updating Coefficients_en.srt
5.23 KB
06 - Gradient Descent with Tensorflow/008 Interpreting Results.mp4
89.66 MB
06 - Gradient Descent with Tensorflow/008 Interpreting Results_en.srt
16.01 KB
06 - Gradient Descent with Tensorflow/009 Matrix Multiplication.mp4
30.58 MB
06 - Gradient Descent with Tensorflow/009 Matrix Multiplication_en.srt
11.33 KB
06 - Gradient Descent with Tensorflow/010 More on Matrix Multiplication.mp4
43.58 MB
06 - Gradient Descent with Tensorflow/010 More on Matrix Multiplication_en.srt
10 KB
06 - Gradient Descent with Tensorflow/011 Matrix Form of Slope Equations.mp4
22.66 MB
06 - Gradient Descent with Tensorflow/011 Matrix Form of Slope Equations_en.srt
9.69 KB
06 - Gradient Descent with Tensorflow/012 Simplification with Matrix Multiplication.mp4
60.76 MB
06 - Gradient Descent with Tensorflow/012 Simplification with Matrix Multiplication_en.srt
15.09 KB
06 - Gradient Descent with Tensorflow/013 How it All Works Together!.mp4
110.57 MB
06 - Gradient Descent with Tensorflow/013 How it All Works Together!_en.srt
22.01 KB
06 - Gradient Descent with Tensorflow/[CourseClub.Me].url
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06 - Gradient Descent with Tensorflow/[FreeCourseSite.com].url
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07 - Increasing Performance with Vectorized Solutions/0. Websites you may like/[CourseClub.Me].url
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07 - Increasing Performance with Vectorized Solutions/0. Websites you may like/[FreeCourseSite.com].url
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07 - Increasing Performance with Vectorized Solutions/001 Refactoring the Linear Regression Class.mp4
45.89 MB
07 - Increasing Performance with Vectorized Solutions/001 Refactoring the Linear Regression Class_en.srt
12.03 KB
07 - Increasing Performance with Vectorized Solutions/002 Refactoring to One Equation.mp4
63.81 MB
07 - Increasing Performance with Vectorized Solutions/002 Refactoring to One Equation_en.srt
14.58 KB
07 - Increasing Performance with Vectorized Solutions/003 A Few More Changes.mp4
58.55 MB
07 - Increasing Performance with Vectorized Solutions/003 A Few More Changes_en.srt
10.17 KB
07 - Increasing Performance with Vectorized Solutions/004 Same Results Or Not.mp4
12 MB
07 - Increasing Performance with Vectorized Solutions/004 Same Results Or Not_en.srt
5.37 KB
07 - Increasing Performance with Vectorized Solutions/005 Calculating Model Accuracy.mp4
56.49 MB
07 - Increasing Performance with Vectorized Solutions/005 Calculating Model Accuracy_en.srt
13.44 KB
07 - Increasing Performance with Vectorized Solutions/006 Implementing Coefficient of Determination.mp4
47.48 MB
07 - Increasing Performance with Vectorized Solutions/006 Implementing Coefficient of Determination_en.srt
12.19 KB
07 - Increasing Performance with Vectorized Solutions/007 Dealing with Bad Accuracy.mp4
57.68 MB
07 - Increasing Performance with Vectorized Solutions/007 Dealing with Bad Accuracy_en.srt
12.28 KB
07 - Increasing Performance with Vectorized Solutions/008 Reminder on Standardization.mp4
18.83 MB
07 - Increasing Performance with Vectorized Solutions/008 Reminder on Standardization_en.srt
6.97 KB
07 - Increasing Performance with Vectorized Solutions/009 Data Processing in a Helper Method.mp4
23.5 MB
07 - Increasing Performance with Vectorized Solutions/009 Data Processing in a Helper Method_en.srt
6.1 KB
07 - Increasing Performance with Vectorized Solutions/010 Reapplying Standardization.mp4
50.2 MB
07 - Increasing Performance with Vectorized Solutions/010 Reapplying Standardization_en.srt
9.15 KB
07 - Increasing Performance with Vectorized Solutions/011 Fixing Standardization Issues.mp4
40.99 MB
07 - Increasing Performance with Vectorized Solutions/011 Fixing Standardization Issues_en.srt
9.04 KB
07 - Increasing Performance with Vectorized Solutions/012 Massaging Learning Rates.mp4
22.77 MB
07 - Increasing Performance with Vectorized Solutions/012 Massaging Learning Rates_en.srt
4.78 KB
07 - Increasing Performance with Vectorized Solutions/013 Moving Towards Multivariate Regression.mp4
84.99 MB
07 - Increasing Performance with Vectorized Solutions/013 Moving Towards Multivariate Regression_en.srt
19.14 KB
07 - Increasing Performance with Vectorized Solutions/014 Refactoring for Multivariate Analysis.mp4
72.4 MB
07 - Increasing Performance with Vectorized Solutions/014 Refactoring for Multivariate Analysis_en.srt
12.16 KB
07 - Increasing Performance with Vectorized Solutions/015 Learning Rate Optimization.mp4
53.01 MB
07 - Increasing Performance with Vectorized Solutions/015 Learning Rate Optimization_en.srt
13.1 KB
07 - Increasing Performance with Vectorized Solutions/016 Recording MSE History.mp4
32.67 MB
07 - Increasing Performance with Vectorized Solutions/016 Recording MSE History_en.srt
8.45 KB
07 - Increasing Performance with Vectorized Solutions/017 Updating Learning Rate.mp4
27.96 MB
07 - Increasing Performance with Vectorized Solutions/017 Updating Learning Rate_en.srt
10.36 KB
07 - Increasing Performance with Vectorized Solutions/[CourseClub.Me].url
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07 - Increasing Performance with Vectorized Solutions/[FreeCourseSite.com].url
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08 - Plotting Data with Javascript/0. Websites you may like/[CourseClub.Me].url
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08 - Plotting Data with Javascript/0. Websites you may like/[FreeCourseSite.com].url
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08 - Plotting Data with Javascript/001 Observing Changing Learning Rate and MSE.mp4
35.39 MB
08 - Plotting Data with Javascript/001 Observing Changing Learning Rate and MSE_en.srt
6.81 KB
08 - Plotting Data with Javascript/002 Plotting MSE Values.mp4
39.65 MB
08 - Plotting Data with Javascript/002 Plotting MSE Values_en.srt
8.64 KB
08 - Plotting Data with Javascript/003 Plotting MSE History against B Values.mp4
36.13 MB
08 - Plotting Data with Javascript/003 Plotting MSE History against B Values_en.srt
7.29 KB
08 - Plotting Data with Javascript/[CourseClub.Me].url
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08 - Plotting Data with Javascript/[FreeCourseSite.com].url
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09 - Gradient Descent Alterations/0. Websites you may like/[CourseClub.Me].url
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09 - Gradient Descent Alterations/0. Websites you may like/[FreeCourseSite.com].url
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09 - Gradient Descent Alterations/001 Batch and Stochastic Gradient Descent.mp4
63.66 MB
09 - Gradient Descent Alterations/001 Batch and Stochastic Gradient Descent_en.srt
11.69 KB
09 - Gradient Descent Alterations/002 Refactoring Towards Batch Gradient Descent.mp4
23.6 MB
09 - Gradient Descent Alterations/002 Refactoring Towards Batch Gradient Descent_en.srt
8.24 KB
09 - Gradient Descent Alterations/003 Determining Batch Size and Quantity.mp4
53.93 MB
09 - Gradient Descent Alterations/003 Determining Batch Size and Quantity_en.srt
9.46 KB
09 - Gradient Descent Alterations/004 Iterating Over Batches.mp4
26.41 MB
09 - Gradient Descent Alterations/004 Iterating Over Batches_en.srt
12.86 KB
09 - Gradient Descent Alterations/005 Evaluating Batch Gradient Descent Results.mp4
50.7 MB
09 - Gradient Descent Alterations/005 Evaluating Batch Gradient Descent Results_en.srt
9.2 KB
09 - Gradient Descent Alterations/006 Making Predictions with the Model.mp4
33.83 MB
09 - Gradient Descent Alterations/006 Making Predictions with the Model_en.srt
12.43 KB
09 - Gradient Descent Alterations/[CourseClub.Me].url
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09 - Gradient Descent Alterations/[FreeCourseSite.com].url
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10 - Natural Binary Classification/0. Websites you may like/[CourseClub.Me].url
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10 - Natural Binary Classification/0. Websites you may like/[FreeCourseSite.com].url
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10 - Natural Binary Classification/001 Introducing Logistic Regression.mp4
8.95 MB
10 - Natural Binary Classification/001 Introducing Logistic Regression_en.srt
4 KB
10 - Natural Binary Classification/002 Logistic Regression in Action.mp4
17.76 MB
10 - Natural Binary Classification/002 Logistic Regression in Action_en.srt
10.89 KB
10 - Natural Binary Classification/003 Bad Equation Fits.mp4
33.59 MB
10 - Natural Binary Classification/003 Bad Equation Fits_en.srt
8.62 KB
10 - Natural Binary Classification/004 The Sigmoid Equation.mp4
30.37 MB
10 - Natural Binary Classification/004 The Sigmoid Equation_en.srt
7.36 KB
10 - Natural Binary Classification/005 Decision Boundaries.mp4
35.04 MB
10 - Natural Binary Classification/005 Decision Boundaries_en.srt
12.36 KB
10 - Natural Binary Classification/006 Changes for Logistic Regression.mp4
3.39 MB
10 - Natural Binary Classification/006 Changes for Logistic Regression_en.srt
1.97 KB
10 - Natural Binary Classification/007 Project Setup for Logistic Regression.mp4
46.88 MB
10 - Natural Binary Classification/007 Project Setup for Logistic Regression_en.srt
9.45 KB
10 - Natural Binary Classification/008 Project Download.html
213 B
10 - Natural Binary Classification/008 regressions.zip
34.3 KB
10 - Natural Binary Classification/009 Importing Vehicle Data.mp4
33.05 MB
10 - Natural Binary Classification/009 Importing Vehicle Data_en.srt
6.9 KB
10 - Natural Binary Classification/010 Encoding Label Values.mp4
29.85 MB
10 - Natural Binary Classification/010 Encoding Label Values_en.srt
7.09 KB
10 - Natural Binary Classification/011 Updating Linear Regression for Logistic Regression.mp4
54.31 MB
10 - Natural Binary Classification/011 Updating Linear Regression for Logistic Regression_en.srt
11.46 KB
10 - Natural Binary Classification/012 The Sigmoid Equation with Logistic Regression.mp4
23.29 MB
10 - Natural Binary Classification/012 The Sigmoid Equation with Logistic Regression_en.srt
7.2 KB
10 - Natural Binary Classification/013 A Touch More Refactoring.mp4
78.65 MB
10 - Natural Binary Classification/013 A Touch More Refactoring_en.srt
11.93 KB
10 - Natural Binary Classification/014 Gauging Classification Accuracy.mp4
22.32 MB
10 - Natural Binary Classification/014 Gauging Classification Accuracy_en.srt
5.5 KB
10 - Natural Binary Classification/015 Implementing a Test Function.mp4
19.98 MB
10 - Natural Binary Classification/015 Implementing a Test Function_en.srt
8.61 KB
10 - Natural Binary Classification/016 Variable Decision Boundaries.mp4
58.41 MB
10 - Natural Binary Classification/016 Variable Decision Boundaries_en.srt
12.1 KB
10 - Natural Binary Classification/017 Mean Squared Error vs Cross Entropy.mp4
43.54 MB
10 - Natural Binary Classification/017 Mean Squared Error vs Cross Entropy_en.srt
9.14 KB
10 - Natural Binary Classification/018 Refactoring with Cross Entropy.mp4
38.21 MB
10 - Natural Binary Classification/018 Refactoring with Cross Entropy_en.srt
8.38 KB
10 - Natural Binary Classification/019 Finishing the Cost Refactor.mp4
42.11 MB
10 - Natural Binary Classification/019 Finishing the Cost Refactor_en.srt
7.17 KB
10 - Natural Binary Classification/020 Plotting Changing Cost History.mp4
33.29 MB
10 - Natural Binary Classification/020 Plotting Changing Cost History_en.srt
5.64 KB
10 - Natural Binary Classification/[CourseClub.Me].url
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10 - Natural Binary Classification/[FreeCourseSite.com].url
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11 - Multi-Value Classification/0. Websites you may like/[CourseClub.Me].url
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11 - Multi-Value Classification/0. Websites you may like/[FreeCourseSite.com].url
127 B
11 - Multi-Value Classification/001 Multinominal Logistic Regression.mp4
6.56 MB
11 - Multi-Value Classification/001 Multinominal Logistic Regression_en.srt
3.71 KB
11 - Multi-Value Classification/002 A Smart Refactor to Multinominal Analysis.mp4
14.51 MB
11 - Multi-Value Classification/002 A Smart Refactor to Multinominal Analysis_en.srt
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11 - Multi-Value Classification/003 A Smarter Refactor!.mp4
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11 - Multi-Value Classification/003 A Smarter Refactor!_en.srt
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11 - Multi-Value Classification/004 A Single Instance Approach.mp4
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11 - Multi-Value Classification/004 A Single Instance Approach_en.srt
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11 - Multi-Value Classification/005 Refactoring to Multi-Column Weights.mp4
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11 - Multi-Value Classification/005 Refactoring to Multi-Column Weights_en.srt
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11 - Multi-Value Classification/006 A Problem to Test Multinominal Classification.mp4
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11 - Multi-Value Classification/006 A Problem to Test Multinominal Classification_en.srt
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11 - Multi-Value Classification/007 Classifying Continuous Values.mp4
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11 - Multi-Value Classification/007 Classifying Continuous Values_en.srt
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11 - Multi-Value Classification/008 Training a Multinominal Model.mp4
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11 - Multi-Value Classification/008 Training a Multinominal Model_en.srt
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11 - Multi-Value Classification/009 Marginal vs Conditional Probability.mp4
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11 - Multi-Value Classification/009 Marginal vs Conditional Probability_en.srt
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11 - Multi-Value Classification/010 Sigmoid vs Softmax.mp4
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11 - Multi-Value Classification/010 Sigmoid vs Softmax_en.srt
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11 - Multi-Value Classification/011 Refactoring Sigmoid to Softmax.mp4
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11 - Multi-Value Classification/011 Refactoring Sigmoid to Softmax_en.srt
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11 - Multi-Value Classification/012 Implementing Accuracy Gauges.mp4
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11 - Multi-Value Classification/012 Implementing Accuracy Gauges_en.srt
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11 - Multi-Value Classification/013 Calculating Accuracy.mp4
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11 - Multi-Value Classification/013 Calculating Accuracy_en.srt
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11 - Multi-Value Classification/[CourseClub.Me].url
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12 - Image Recognition In Action/0. Websites you may like/[CourseClub.Me].url
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12 - Image Recognition In Action/0. Websites you may like/[FreeCourseSite.com].url
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12 - Image Recognition In Action/001 Handwriting Recognition.mp4
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12 - Image Recognition In Action/002 Greyscale Values.mp4
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12 - Image Recognition In Action/002 Greyscale Values_en.srt
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12 - Image Recognition In Action/003 Many Features.mp4
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12 - Image Recognition In Action/003 Many Features_en.srt
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12 - Image Recognition In Action/004 Flattening Image Data.mp4
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12 - Image Recognition In Action/004 Flattening Image Data_en.srt
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12 - Image Recognition In Action/005 Encoding Label Values.mp4
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12 - Image Recognition In Action/005 Encoding Label Values_en.srt
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12 - Image Recognition In Action/006 Implementing an Accuracy Gauge.mp4
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12 - Image Recognition In Action/006 Implementing an Accuracy Gauge_en.srt
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12 - Image Recognition In Action/007 Unchanging Accuracy.mp4
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12 - Image Recognition In Action/008 Debugging the Calculation Process.mp4
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12 - Image Recognition In Action/009 Dealing with Zero Variances.mp4
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12 - Image Recognition In Action/010 Backfilling Variance.mp4
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12 - Image Recognition In Action/[CourseClub.Me].url
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13 - Performance Optimization/0. Websites you may like/[CourseClub.Me].url
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13 - Performance Optimization/001 Handing Large Datasets.mp4
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13 - Performance Optimization/002 Minimizing Memory Usage.mp4
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13 - Performance Optimization/002 Minimizing Memory Usage_en.srt
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13 - Performance Optimization/003 Creating Memory Snapshots.mp4
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13 - Performance Optimization/003 Creating Memory Snapshots_en.srt
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13 - Performance Optimization/004 The Javascript Garbage Collector.mp4
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13 - Performance Optimization/004 The Javascript Garbage Collector_en.srt
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13 - Performance Optimization/005 Shallow vs Retained Memory Usage.mp4
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13 - Performance Optimization/005 Shallow vs Retained Memory Usage_en.srt
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13 - Performance Optimization/006 Measuring Memory Usage.mp4
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13 - Performance Optimization/006 Measuring Memory Usage_en.srt
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13 - Performance Optimization/007 Releasing References.mp4
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13 - Performance Optimization/007 Releasing References_en.srt
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13 - Performance Optimization/008 Measuring Footprint Reduction.mp4
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13 - Performance Optimization/008 Measuring Footprint Reduction_en.srt
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13 - Performance Optimization/009 Optimization Tensorflow Memory Usage.mp4
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13 - Performance Optimization/009 Optimization Tensorflow Memory Usage_en.srt
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13 - Performance Optimization/010 Tensorflow's Eager Memory Usage.mp4
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13 - Performance Optimization/010 Tensorflow's Eager Memory Usage_en.srt
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13 - Performance Optimization/011 Cleaning up Tensors with Tidy.mp4
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13 - Performance Optimization/012 Implementing TF Tidy.mp4
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13 - Performance Optimization/013 Tidying the Training Loop.mp4
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13 - Performance Optimization/014 Measuring Reduced Memory Usage.mp4
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13 - Performance Optimization/015 One More Optimization.mp4
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13 - Performance Optimization/015 One More Optimization_en.srt
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13 - Performance Optimization/016 Final Memory Report.mp4
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13 - Performance Optimization/016 Final Memory Report_en.srt
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13 - Performance Optimization/017 Plotting Cost History.mp4
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13 - Performance Optimization/017 Plotting Cost History_en.srt
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13 - Performance Optimization/018 NaN in Cost History.mp4
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13 - Performance Optimization/018 NaN in Cost History_en.srt
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13 - Performance Optimization/019 Fixing Cost History.mp4
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13 - Performance Optimization/019 Fixing Cost History_en.srt
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13 - Performance Optimization/020 Massaging Learning Parameters.mp4
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13 - Performance Optimization/021 Improving Model Accuracy.mp4
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13 - Performance Optimization/[CourseClub.Me].url
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14 - Appendix Custom CSV Loader/0. Websites you may like/[CourseClub.Me].url
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14 - Appendix Custom CSV Loader/001 Loading CSV Files.mp4
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14 - Appendix Custom CSV Loader/002 A Test Dataset.mp4
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14 - Appendix Custom CSV Loader/002 A Test Dataset_en.srt
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14 - Appendix Custom CSV Loader/003 Reading Files from Disk.mp4
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14 - Appendix Custom CSV Loader/004 Splitting into Columns.mp4
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14 - Appendix Custom CSV Loader/004 Splitting into Columns_en.srt
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14 - Appendix Custom CSV Loader/005 Dropping Trailing Columns.mp4
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14 - Appendix Custom CSV Loader/006 Parsing Number Values.mp4
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14 - Appendix Custom CSV Loader/007 Custom Value Parsing.mp4
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14 - Appendix Custom CSV Loader/008 Extracting Data Columns.mp4
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14 - Appendix Custom CSV Loader/008 Extracting Data Columns_en.srt
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14 - Appendix Custom CSV Loader/009 Shuffling Data via Seed Phrase.mp4
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14 - Appendix Custom CSV Loader/010 Splitting Test and Training.mp4
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14 - Appendix Custom CSV Loader/[CourseClub.Me].url
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15 - Extras/0. Websites you may like/[CourseClub.Me].url
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15 - Extras/001 Bonus!.html
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[CourseClub.Me].url
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[FreeCourseSite.com].url
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