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[FreeCourseWorld.Com] Udemy - Machine Learning with Javascript
Size 10.1 GB
Files 553
Info Hash: 436A4EAC8874C54C2BFDBC0ADBE6AF1A5C9539F6
Indexed 2026-02-03 00:29:42
Updated 2026-06-09 19:39:45
📂 File List (553)
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01 What is Machine Learning/001 Getting Started - How to Get Help.en.srt
1.73 KB
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01 What is Machine Learning/001 Getting Started - How to Get Help.id.srt
1.86 KB
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01 What is Machine Learning/001 Getting Started - How to Get Help.mp4
8.35 MB
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01 What is Machine Learning/002 Solving Machine Learning Problems.en.srt
9.25 KB
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01 What is Machine Learning/002 Solving Machine Learning Problems.id.srt
9.81 KB
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01 What is Machine Learning/002 Solving Machine Learning Problems.mp4
62.77 MB
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01 What is Machine Learning/003 A Complete Walkthrough.en.srt
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01 What is Machine Learning/003 A Complete Walkthrough.id.srt
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01 What is Machine Learning/003 A Complete Walkthrough.mp4
109.13 MB
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01 What is Machine Learning/004 App Setup.en.srt
3.44 KB
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01 What is Machine Learning/004 App Setup.id.srt
3.62 KB
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01 What is Machine Learning/004 App Setup.mp4
19.27 MB
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01 What is Machine Learning/005 Problem Outline.en.srt
4.88 KB
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01 What is Machine Learning/005 Problem Outline.id.srt
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01 What is Machine Learning/005 Problem Outline.mp4
31.21 MB
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01 What is Machine Learning/006 Identifying Relevant Data.en.srt
6.68 KB
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01 What is Machine Learning/006 Identifying Relevant Data.id.srt
6.8 KB
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01 What is Machine Learning/006 Identifying Relevant Data.mp4
33.91 MB
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01 What is Machine Learning/007 Dataset Structures.en.srt
9.22 KB
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01 What is Machine Learning/007 Dataset Structures.id.srt
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01 What is Machine Learning/007 Dataset Structures.mp4
48.24 MB
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01 What is Machine Learning/008 Recording Observation Data.en.srt
6.06 KB
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01 What is Machine Learning/008 Recording Observation Data.id.srt
6.28 KB
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01 What is Machine Learning/008 Recording Observation Data.mp4
32.74 MB
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01 What is Machine Learning/009 What Type of Problem.en.srt
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01 What is Machine Learning/009 What Type of Problem.id.srt
7.84 KB
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01 What is Machine Learning/009 What Type of Problem.mp4
47.03 MB
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02 Algorithm Overview/010 How K-Nearest Neighbor Works.en.srt
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02 Algorithm Overview/010 How K-Nearest Neighbor Works.id.srt
13.41 KB
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02 Algorithm Overview/010 How K-Nearest Neighbor Works.mp4
93.32 MB
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02 Algorithm Overview/011 Lodash Review.en.srt
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02 Algorithm Overview/011 Lodash Review.id.srt
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02 Algorithm Overview/011 Lodash Review.mp4
64.93 MB
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02 Algorithm Overview/012 Implementing KNN.en.srt
10.55 KB
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02 Algorithm Overview/012 Implementing KNN.id.srt
11.2 KB
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02 Algorithm Overview/012 Implementing KNN.mp4
59.34 MB
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02 Algorithm Overview/013 Finishing KNN Implementation.en.srt
8.83 KB
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02 Algorithm Overview/013 Finishing KNN Implementation.id.srt
9.33 KB
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02 Algorithm Overview/013 Finishing KNN Implementation.mp4
50.28 MB
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02 Algorithm Overview/014 Testing the Algorithm.en.srt
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02 Algorithm Overview/014 Testing the Algorithm.id.srt
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02 Algorithm Overview/014 Testing the Algorithm.mp4
44.96 MB
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02 Algorithm Overview/015 Interpreting Bad Results.en.srt
6.49 KB
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02 Algorithm Overview/015 Interpreting Bad Results.id.srt
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02 Algorithm Overview/015 Interpreting Bad Results.mp4
40.75 MB
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02 Algorithm Overview/016 Test and Training Data.en.srt
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02 Algorithm Overview/016 Test and Training Data.id.srt
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02 Algorithm Overview/016 Test and Training Data.mp4
45.2 MB
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02 Algorithm Overview/017 Randomizing Test Data.en.srt
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02 Algorithm Overview/017 Randomizing Test Data.id.srt
6 KB
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02 Algorithm Overview/017 Randomizing Test Data.mp4
36 MB
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02 Algorithm Overview/018 Generalizing KNN.en.srt
5.63 KB
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02 Algorithm Overview/018 Generalizing KNN.id.srt
6 KB
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02 Algorithm Overview/018 Generalizing KNN.mp4
38.99 MB
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02 Algorithm Overview/019 Gauging Accuracy.en.srt
7.98 KB
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02 Algorithm Overview/019 Gauging Accuracy.id.srt
8.53 KB
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02 Algorithm Overview/019 Gauging Accuracy.mp4
54.01 MB
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02 Algorithm Overview/020 Printing a Report.en.srt
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02 Algorithm Overview/020 Printing a Report.id.srt
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02 Algorithm Overview/020 Printing a Report.mp4
33.29 MB
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02 Algorithm Overview/021 Refactoring Accuracy Reporting.en.srt
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02 Algorithm Overview/021 Refactoring Accuracy Reporting.id.srt
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02 Algorithm Overview/021 Refactoring Accuracy Reporting.mp4
52.3 MB
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02 Algorithm Overview/022 Investigating Optimal K Values.en.srt
18.08 KB
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02 Algorithm Overview/022 Investigating Optimal K Values.id.srt
19.03 KB
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02 Algorithm Overview/022 Investigating Optimal K Values.mp4
129.13 MB
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02 Algorithm Overview/023 Updating KNN for Multiple Features.en.srt
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02 Algorithm Overview/023 Updating KNN for Multiple Features.id.srt
10.58 KB
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02 Algorithm Overview/023 Updating KNN for Multiple Features.mp4
70.61 MB
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02 Algorithm Overview/024 Multi-Dimensional KNN.en.srt
6.3 KB
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02 Algorithm Overview/024 Multi-Dimensional KNN.id.srt
6.45 KB
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02 Algorithm Overview/024 Multi-Dimensional KNN.mp4
44.2 MB
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02 Algorithm Overview/025 N-Dimension Distance.en.srt
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02 Algorithm Overview/025 N-Dimension Distance.id.srt
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02 Algorithm Overview/025 N-Dimension Distance.mp4
78.87 MB
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02 Algorithm Overview/026 Arbitrary Feature Spaces.en.srt
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02 Algorithm Overview/026 Arbitrary Feature Spaces.id.srt
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02 Algorithm Overview/026 Arbitrary Feature Spaces.mp4
71.25 MB
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02 Algorithm Overview/027 Magnitude Offsets in Features.en.srt
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02 Algorithm Overview/027 Magnitude Offsets in Features.id.srt
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02 Algorithm Overview/027 Magnitude Offsets in Features.mp4
64.06 MB
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02 Algorithm Overview/028 Feature Normalization.en.srt
11.64 KB
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02 Algorithm Overview/028 Feature Normalization.id.srt
12.2 KB
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02 Algorithm Overview/028 Feature Normalization.mp4
72.91 MB
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02 Algorithm Overview/029 Normalization with MinMax.en.srt
10.34 KB
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02 Algorithm Overview/029 Normalization with MinMax.id.srt
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02 Algorithm Overview/029 Normalization with MinMax.mp4
67.04 MB
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02 Algorithm Overview/030 Applying Normalization.en.srt
6.93 KB
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02 Algorithm Overview/030 Applying Normalization.id.srt
7.35 KB
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02 Algorithm Overview/030 Applying Normalization.mp4
45.35 MB
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02 Algorithm Overview/031 Feature Selection with KNN.en.srt
12.74 KB
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02 Algorithm Overview/031 Feature Selection with KNN.id.srt
13.69 KB
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02 Algorithm Overview/031 Feature Selection with KNN.mp4
80.36 MB
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02 Algorithm Overview/032 Objective Feature Picking.en.srt
9.37 KB
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02 Algorithm Overview/032 Objective Feature Picking.id.srt
9.95 KB
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02 Algorithm Overview/032 Objective Feature Picking.mp4
65.97 MB
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02 Algorithm Overview/033 Evaluating Different Feature Values.en.srt
4.21 KB
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02 Algorithm Overview/033 Evaluating Different Feature Values.id.srt
4.33 KB
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02 Algorithm Overview/033 Evaluating Different Feature Values.mp4
27.97 MB
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03 Onwards to Tensorflow JS/034 Lets Get Our Bearings.en.srt
12.26 KB
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03 Onwards to Tensorflow JS/034 Lets Get Our Bearings.id.srt
12.75 KB
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03 Onwards to Tensorflow JS/034 Lets Get Our Bearings.mp4
76.61 MB
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03 Onwards to Tensorflow JS/035 A Plan to Move Forward.en.srt
7.74 KB
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03 Onwards to Tensorflow JS/035 A Plan to Move Forward.id.srt
8.25 KB
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03 Onwards to Tensorflow JS/035 A Plan to Move Forward.mp4
48.65 MB
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03 Onwards to Tensorflow JS/036 Tensor Shape and Dimension.en.srt
19.05 KB
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03 Onwards to Tensorflow JS/036 Tensor Shape and Dimension.id.srt
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03 Onwards to Tensorflow JS/036 Tensor Shape and Dimension.mp4
114.28 MB
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03 Onwards to Tensorflow JS/037 Elementwise Operations.en.srt
11.92 KB
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03 Onwards to Tensorflow JS/037 Elementwise Operations.id.srt
12.77 KB
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03 Onwards to Tensorflow JS/037 Elementwise Operations.mp4
58.36 MB
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03 Onwards to Tensorflow JS/038 Broadcasting Operations.en.srt
10.71 KB
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03 Onwards to Tensorflow JS/038 Broadcasting Operations.id.srt
11.07 KB
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03 Onwards to Tensorflow JS/038 Broadcasting Operations.mp4
62.05 MB
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03 Onwards to Tensorflow JS/039 Logging Tensor Data.en.srt
6.24 KB
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03 Onwards to Tensorflow JS/039 Logging Tensor Data.id.srt
6.62 KB
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03 Onwards to Tensorflow JS/039 Logging Tensor Data.mp4
26 MB
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03 Onwards to Tensorflow JS/040 Tensor Accessors.en.srt
8.55 KB
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03 Onwards to Tensorflow JS/040 Tensor Accessors.id.srt
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03 Onwards to Tensorflow JS/040 Tensor Accessors.mp4
30.46 MB
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03 Onwards to Tensorflow JS/041 Creating Slices of Data.en.srt
11.6 KB
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03 Onwards to Tensorflow JS/041 Creating Slices of Data.id.srt
11.8 KB
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03 Onwards to Tensorflow JS/041 Creating Slices of Data.mp4
58.91 MB
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03 Onwards to Tensorflow JS/042 Tensor Concatenation.en.srt
8.53 KB
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03 Onwards to Tensorflow JS/042 Tensor Concatenation.id.srt
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03 Onwards to Tensorflow JS/042 Tensor Concatenation.mp4
44.13 MB
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03 Onwards to Tensorflow JS/043 Summing Values Along an Axis.en.srt
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03 Onwards to Tensorflow JS/043 Summing Values Along an Axis.id.srt
8.72 KB
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03 Onwards to Tensorflow JS/043 Summing Values Along an Axis.mp4
41.36 MB
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03 Onwards to Tensorflow JS/044 Massaging Dimensions with ExpandDims.en.srt
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03 Onwards to Tensorflow JS/044 Massaging Dimensions with ExpandDims.id.srt
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03 Onwards to Tensorflow JS/044 Massaging Dimensions with ExpandDims.mp4
57.01 MB
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04 Applications of Tensorflow/045 KNN with Regression.en.srt
8 KB
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04 Applications of Tensorflow/045 KNN with Regression.id.srt
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04 Applications of Tensorflow/045 KNN with Regression.mp4
54.98 MB
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04 Applications of Tensorflow/046 A Change in Data Structure.en.srt
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04 Applications of Tensorflow/046 A Change in Data Structure.id.srt
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04 Applications of Tensorflow/046 A Change in Data Structure.mp4
41.34 MB
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04 Applications of Tensorflow/047 KNN with Tensorflow.en.srt
14.95 KB
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04 Applications of Tensorflow/047 KNN with Tensorflow.id.srt
15.62 KB
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04 Applications of Tensorflow/047 KNN with Tensorflow.mp4
78.71 MB
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04 Applications of Tensorflow/048 Maintaining Order Relationships.en.srt
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04 Applications of Tensorflow/048 Maintaining Order Relationships.id.srt
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04 Applications of Tensorflow/048 Maintaining Order Relationships.mp4
57.75 MB
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04 Applications of Tensorflow/049 Sorting Tensors.en.srt
12.11 KB
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04 Applications of Tensorflow/049 Sorting Tensors.id.srt
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04 Applications of Tensorflow/049 Sorting Tensors.mp4
62.84 MB
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04 Applications of Tensorflow/050 Averaging Top Values.en.srt
11.78 KB
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04 Applications of Tensorflow/050 Averaging Top Values.id.srt
12.55 KB
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04 Applications of Tensorflow/050 Averaging Top Values.mp4
58.13 MB
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04 Applications of Tensorflow/051 Moving to the Editor.en.srt
5.26 KB
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04 Applications of Tensorflow/051 Moving to the Editor.id.srt
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04 Applications of Tensorflow/051 Moving to the Editor.mp4
34.33 MB
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04 Applications of Tensorflow/052 Loading CSV Data.en.srt
15.07 KB
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04 Applications of Tensorflow/052 Loading CSV Data.id.srt
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04 Applications of Tensorflow/052 Loading CSV Data.mp4
89.32 MB
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04 Applications of Tensorflow/053 Running an Analysis.en.srt
9.33 KB
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04 Applications of Tensorflow/053 Running an Analysis.id.srt
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04 Applications of Tensorflow/053 Running an Analysis.mp4
52.5 MB
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04 Applications of Tensorflow/054 Reporting Error Percentages.en.srt
9.31 KB
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04 Applications of Tensorflow/054 Reporting Error Percentages.id.srt
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04 Applications of Tensorflow/054 Reporting Error Percentages.mp4
64.49 MB
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04 Applications of Tensorflow/055 Normalization or Standardization.en.srt
11.73 KB
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04 Applications of Tensorflow/055 Normalization or Standardization.id.srt
12.03 KB
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04 Applications of Tensorflow/055 Normalization or Standardization.mp4
92.97 MB
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04 Applications of Tensorflow/056 Numerical Standardization with Tensorflow.en.srt
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04 Applications of Tensorflow/056 Numerical Standardization with Tensorflow.id.srt
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04 Applications of Tensorflow/056 Numerical Standardization with Tensorflow.mp4
53.05 MB
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04 Applications of Tensorflow/057 Applying Standardization.en.srt
6.17 KB
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04 Applications of Tensorflow/057 Applying Standardization.id.srt
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04 Applications of Tensorflow/057 Applying Standardization.mp4
41.46 MB
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04 Applications of Tensorflow/058 Debugging Calculations.en.srt
13.03 KB
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04 Applications of Tensorflow/058 Debugging Calculations.id.srt
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04 Applications of Tensorflow/058 Debugging Calculations.mp4
86.71 MB
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04 Applications of Tensorflow/059 What Now.en.srt
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04 Applications of Tensorflow/059 What Now.id.srt
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04 Applications of Tensorflow/059 What Now.mp4
42.32 MB
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05 Getting Started with Gradient Descent/060 Linear Regression.en.srt
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05 Getting Started with Gradient Descent/060 Linear Regression.id.srt
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05 Getting Started with Gradient Descent/060 Linear Regression.mp4
25.38 MB
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05 Getting Started with Gradient Descent/061 Why Linear Regression.en.srt
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05 Getting Started with Gradient Descent/061 Why Linear Regression.id.srt
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05 Getting Started with Gradient Descent/061 Why Linear Regression.mp4
50.34 MB
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05 Getting Started with Gradient Descent/062 Understanding Gradient Descent.en.srt
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05 Getting Started with Gradient Descent/062 Understanding Gradient Descent.id.srt
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05 Getting Started with Gradient Descent/062 Understanding Gradient Descent.mp4
126.76 MB
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05 Getting Started with Gradient Descent/063 Guessing Coefficients with MSE.en.srt
15.45 KB
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05 Getting Started with Gradient Descent/063 Guessing Coefficients with MSE.id.srt
16.43 KB
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05 Getting Started with Gradient Descent/063 Guessing Coefficients with MSE.mp4
93.46 MB
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05 Getting Started with Gradient Descent/064 Observations Around MSE.en.srt
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05 Getting Started with Gradient Descent/064 Observations Around MSE.id.srt
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05 Getting Started with Gradient Descent/064 Observations Around MSE.mp4
56.11 MB
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05 Getting Started with Gradient Descent/065 Derivatives.en.srt
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05 Getting Started with Gradient Descent/065 Derivatives.id.srt
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05 Getting Started with Gradient Descent/065 Derivatives.mp4
77.95 MB
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05 Getting Started with Gradient Descent/066 Gradient Descent in Action.en.srt
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05 Getting Started with Gradient Descent/066 Gradient Descent in Action.id.srt
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05 Getting Started with Gradient Descent/066 Gradient Descent in Action.mp4
115.35 MB
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05 Getting Started with Gradient Descent/067 Quick Breather and Review.en.srt
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05 Getting Started with Gradient Descent/067 Quick Breather and Review.id.srt
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05 Getting Started with Gradient Descent/067 Quick Breather and Review.mp4
65.79 MB
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05 Getting Started with Gradient Descent/068 Why a Learning Rate.en.srt
25.99 KB
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05 Getting Started with Gradient Descent/068 Why a Learning Rate.id.srt
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05 Getting Started with Gradient Descent/068 Why a Learning Rate.mp4
187.28 MB
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05 Getting Started with Gradient Descent/069 Answering Common Questions.en.srt
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05 Getting Started with Gradient Descent/069 Answering Common Questions.id.srt
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05 Getting Started with Gradient Descent/069 Answering Common Questions.mp4
40.94 MB
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05 Getting Started with Gradient Descent/070 Gradient Descent with Multiple Terms.en.srt
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05 Getting Started with Gradient Descent/070 Gradient Descent with Multiple Terms.id.srt
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05 Getting Started with Gradient Descent/070 Gradient Descent with Multiple Terms.mp4
44.19 MB
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05 Getting Started with Gradient Descent/071 Multiple Terms in Action.en.srt
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05 Getting Started with Gradient Descent/071 Multiple Terms in Action.id.srt
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05 Getting Started with Gradient Descent/071 Multiple Terms in Action.mp4
123.15 MB
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06 Gradient Descent with Tensorflow/072 Project Overview.en.srt
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06 Gradient Descent with Tensorflow/072 Project Overview.id.srt
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06 Gradient Descent with Tensorflow/072 Project Overview.mp4
57.04 MB
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06 Gradient Descent with Tensorflow/073 Data Loading.en.srt
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06 Gradient Descent with Tensorflow/073 Data Loading.id.srt
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06 Gradient Descent with Tensorflow/073 Data Loading.mp4
43.48 MB
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06 Gradient Descent with Tensorflow/074 Default Algorithm Options.en.srt
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06 Gradient Descent with Tensorflow/074 Default Algorithm Options.id.srt
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06 Gradient Descent with Tensorflow/074 Default Algorithm Options.mp4
62.66 MB
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06 Gradient Descent with Tensorflow/075 Formulating the Training Loop.en.srt
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06 Gradient Descent with Tensorflow/075 Formulating the Training Loop.id.srt
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06 Gradient Descent with Tensorflow/075 Formulating the Training Loop.mp4
27.67 MB
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06 Gradient Descent with Tensorflow/076 Initial Gradient Descent Implementation.en.srt
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06 Gradient Descent with Tensorflow/076 Initial Gradient Descent Implementation.id.srt
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06 Gradient Descent with Tensorflow/076 Initial Gradient Descent Implementation.mp4
87.92 MB
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06 Gradient Descent with Tensorflow/077 Calculating MSE Slopes.en.srt
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06 Gradient Descent with Tensorflow/077 Calculating MSE Slopes.id.srt
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06 Gradient Descent with Tensorflow/077 Calculating MSE Slopes.mp4
67.13 MB
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06 Gradient Descent with Tensorflow/078 Updating Coefficients.en.srt
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06 Gradient Descent with Tensorflow/078 Updating Coefficients.id.srt
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06 Gradient Descent with Tensorflow/078 Updating Coefficients.mp4
33.86 MB
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06 Gradient Descent with Tensorflow/079 Interpreting Results.en.srt
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06 Gradient Descent with Tensorflow/079 Interpreting Results.id.srt
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06 Gradient Descent with Tensorflow/079 Interpreting Results.mp4
101.71 MB
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06 Gradient Descent with Tensorflow/080 Matrix Multiplication.en.srt
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06 Gradient Descent with Tensorflow/080 Matrix Multiplication.id.srt
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06 Gradient Descent with Tensorflow/080 Matrix Multiplication.mp4
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06 Gradient Descent with Tensorflow/081 More on Matrix Multiplication.en.srt
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06 Gradient Descent with Tensorflow/081 More on Matrix Multiplication.id.srt
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06 Gradient Descent with Tensorflow/081 More on Matrix Multiplication.mp4
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06 Gradient Descent with Tensorflow/082 Matrix Form of Slope Equations.en.srt
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06 Gradient Descent with Tensorflow/082 Matrix Form of Slope Equations.id.srt
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06 Gradient Descent with Tensorflow/082 Matrix Form of Slope Equations.mp4
59.6 MB
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06 Gradient Descent with Tensorflow/083 Simplification with Matrix Multiplication.en.srt
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06 Gradient Descent with Tensorflow/083 Simplification with Matrix Multiplication.id.srt
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06 Gradient Descent with Tensorflow/083 Simplification with Matrix Multiplication.mp4
90.79 MB
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06 Gradient Descent with Tensorflow/084 How it All Works Together.en.srt
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06 Gradient Descent with Tensorflow/084 How it All Works Together.id.srt
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06 Gradient Descent with Tensorflow/084 How it All Works Together.mp4
143.82 MB
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07 Increasing Performance with Vectorized Solutions/085 Refactoring the Linear Regression Class.en.srt
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07 Increasing Performance with Vectorized Solutions/085 Refactoring the Linear Regression Class.id.srt
12.26 KB
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07 Increasing Performance with Vectorized Solutions/085 Refactoring the Linear Regression Class.mp4
72.71 MB
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07 Increasing Performance with Vectorized Solutions/086 Refactoring to One Equation.en.srt
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07 Increasing Performance with Vectorized Solutions/086 Refactoring to One Equation.id.srt
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07 Increasing Performance with Vectorized Solutions/086 Refactoring to One Equation.mp4
84.8 MB
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07 Increasing Performance with Vectorized Solutions/087 A Few More Changes.en.srt
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07 Increasing Performance with Vectorized Solutions/087 A Few More Changes.id.srt
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07 Increasing Performance with Vectorized Solutions/087 A Few More Changes.mp4
66.16 MB
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07 Increasing Performance with Vectorized Solutions/088 Same Results Or Not.en.srt
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07 Increasing Performance with Vectorized Solutions/088 Same Results Or Not.id.srt
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07 Increasing Performance with Vectorized Solutions/088 Same Results Or Not.mp4
33.83 MB
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07 Increasing Performance with Vectorized Solutions/089 Calculating Model Accuracy.en.srt
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07 Increasing Performance with Vectorized Solutions/089 Calculating Model Accuracy.id.srt
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07 Increasing Performance with Vectorized Solutions/089 Calculating Model Accuracy.mp4
80.36 MB
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07 Increasing Performance with Vectorized Solutions/090 Implementing Coefficient of Determination.en.srt
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07 Increasing Performance with Vectorized Solutions/090 Implementing Coefficient of Determination.id.srt
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07 Increasing Performance with Vectorized Solutions/090 Implementing Coefficient of Determination.mp4
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14 Appendix Custom CSV Loader/181 Custom Value Parsing.id.srt
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14 Appendix Custom CSV Loader/181 Custom Value Parsing.mp4
36.72 MB
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14 Appendix Custom CSV Loader/182 Extracting Data Columns.en.srt
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14 Appendix Custom CSV Loader/182 Extracting Data Columns.id.srt
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14 Appendix Custom CSV Loader/182 Extracting Data Columns.mp4
57.27 MB
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14 Appendix Custom CSV Loader/183 Shuffling Data via Seed Phrase.en.srt
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14 Appendix Custom CSV Loader/183 Shuffling Data via Seed Phrase.id.srt
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14 Appendix Custom CSV Loader/183 Shuffling Data via Seed Phrase.mp4
52.14 MB
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14 Appendix Custom CSV Loader/184 Splitting Test and Training.en.srt
12.01 KB
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14 Appendix Custom CSV Loader/184 Splitting Test and Training.id.srt
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14 Appendix Custom CSV Loader/184 Splitting Test and Training.mp4
75.65 MB
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15 Extras/185 Bonus.html
3.6 KB
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[FreeCourseWorld.Com].url
54 B
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