[FreeCourseWorld.Com] Udemy - Machine Learning with Javascript
大小
10.1 GB
文件数
553
Info Hash:
436A4EAC8874C54C2BFDBC0ADBE6AF1A5C9539F6
收录时间
2026-02-03 00:29:42
更新时间
2026-02-03 00:29:42
文件列表 (553)
01 What is Machine Learning/001 Getting Started - How to Get Help.en.srt
1.73 KB
01 What is Machine Learning/001 Getting Started - How to Get Help.id.srt
1.86 KB
01 What is Machine Learning/001 Getting Started - How to Get Help.mp4
8.35 MB
01 What is Machine Learning/002 Solving Machine Learning Problems.en.srt
9.25 KB
01 What is Machine Learning/002 Solving Machine Learning Problems.id.srt
9.81 KB
01 What is Machine Learning/002 Solving Machine Learning Problems.mp4
62.77 MB
01 What is Machine Learning/003 A Complete Walkthrough.en.srt
15.18 KB
01 What is Machine Learning/003 A Complete Walkthrough.id.srt
15.79 KB
01 What is Machine Learning/003 A Complete Walkthrough.mp4
109.13 MB
01 What is Machine Learning/004 App Setup.en.srt
3.44 KB
01 What is Machine Learning/004 App Setup.id.srt
3.62 KB
01 What is Machine Learning/004 App Setup.mp4
19.27 MB
01 What is Machine Learning/005 Problem Outline.en.srt
4.88 KB
01 What is Machine Learning/005 Problem Outline.id.srt
5.07 KB
01 What is Machine Learning/005 Problem Outline.mp4
31.21 MB
01 What is Machine Learning/006 Identifying Relevant Data.en.srt
6.68 KB
01 What is Machine Learning/006 Identifying Relevant Data.id.srt
6.8 KB
01 What is Machine Learning/006 Identifying Relevant Data.mp4
33.91 MB
01 What is Machine Learning/007 Dataset Structures.en.srt
9.22 KB
01 What is Machine Learning/007 Dataset Structures.id.srt
9.49 KB
01 What is Machine Learning/007 Dataset Structures.mp4
48.24 MB
01 What is Machine Learning/008 Recording Observation Data.en.srt
6.06 KB
01 What is Machine Learning/008 Recording Observation Data.id.srt
6.28 KB
01 What is Machine Learning/008 Recording Observation Data.mp4
32.74 MB
01 What is Machine Learning/009 What Type of Problem.en.srt
7.63 KB
01 What is Machine Learning/009 What Type of Problem.id.srt
7.84 KB
01 What is Machine Learning/009 What Type of Problem.mp4
47.03 MB
02 Algorithm Overview/010 How K-Nearest Neighbor Works.en.srt
13.02 KB
02 Algorithm Overview/010 How K-Nearest Neighbor Works.id.srt
13.41 KB
02 Algorithm Overview/010 How K-Nearest Neighbor Works.mp4
93.32 MB
02 Algorithm Overview/011 Lodash Review.en.srt
15.24 KB
02 Algorithm Overview/011 Lodash Review.id.srt
16.44 KB
02 Algorithm Overview/011 Lodash Review.mp4
64.93 MB
02 Algorithm Overview/012 Implementing KNN.en.srt
10.55 KB
02 Algorithm Overview/012 Implementing KNN.id.srt
11.2 KB
02 Algorithm Overview/012 Implementing KNN.mp4
59.34 MB
02 Algorithm Overview/013 Finishing KNN Implementation.en.srt
8.83 KB
02 Algorithm Overview/013 Finishing KNN Implementation.id.srt
9.33 KB
02 Algorithm Overview/013 Finishing KNN Implementation.mp4
50.28 MB
02 Algorithm Overview/014 Testing the Algorithm.en.srt
7.1 KB
02 Algorithm Overview/014 Testing the Algorithm.id.srt
7.46 KB
02 Algorithm Overview/014 Testing the Algorithm.mp4
44.96 MB
02 Algorithm Overview/015 Interpreting Bad Results.en.srt
6.49 KB
02 Algorithm Overview/015 Interpreting Bad Results.id.srt
6.62 KB
02 Algorithm Overview/015 Interpreting Bad Results.mp4
40.75 MB
02 Algorithm Overview/016 Test and Training Data.en.srt
6.09 KB
02 Algorithm Overview/016 Test and Training Data.id.srt
6.44 KB
02 Algorithm Overview/016 Test and Training Data.mp4
45.2 MB
02 Algorithm Overview/017 Randomizing Test Data.en.srt
5.68 KB
02 Algorithm Overview/017 Randomizing Test Data.id.srt
6 KB
02 Algorithm Overview/017 Randomizing Test Data.mp4
36 MB
02 Algorithm Overview/018 Generalizing KNN.en.srt
5.63 KB
02 Algorithm Overview/018 Generalizing KNN.id.srt
6 KB
02 Algorithm Overview/018 Generalizing KNN.mp4
38.99 MB
02 Algorithm Overview/019 Gauging Accuracy.en.srt
7.98 KB
02 Algorithm Overview/019 Gauging Accuracy.id.srt
8.53 KB
02 Algorithm Overview/019 Gauging Accuracy.mp4
54.01 MB
02 Algorithm Overview/020 Printing a Report.en.srt
5.03 KB
02 Algorithm Overview/020 Printing a Report.id.srt
5.35 KB
02 Algorithm Overview/020 Printing a Report.mp4
33.29 MB
02 Algorithm Overview/021 Refactoring Accuracy Reporting.en.srt
7.64 KB
02 Algorithm Overview/021 Refactoring Accuracy Reporting.id.srt
8.07 KB
02 Algorithm Overview/021 Refactoring Accuracy Reporting.mp4
52.3 MB
02 Algorithm Overview/022 Investigating Optimal K Values.en.srt
18.08 KB
02 Algorithm Overview/022 Investigating Optimal K Values.id.srt
19.03 KB
02 Algorithm Overview/022 Investigating Optimal K Values.mp4
129.13 MB
02 Algorithm Overview/023 Updating KNN for Multiple Features.en.srt
10.29 KB
02 Algorithm Overview/023 Updating KNN for Multiple Features.id.srt
10.58 KB
02 Algorithm Overview/023 Updating KNN for Multiple Features.mp4
70.61 MB
02 Algorithm Overview/024 Multi-Dimensional KNN.en.srt
6.3 KB
02 Algorithm Overview/024 Multi-Dimensional KNN.id.srt
6.45 KB
02 Algorithm Overview/024 Multi-Dimensional KNN.mp4
44.2 MB
02 Algorithm Overview/025 N-Dimension Distance.en.srt
15.25 KB
02 Algorithm Overview/025 N-Dimension Distance.id.srt
15.99 KB
02 Algorithm Overview/025 N-Dimension Distance.mp4
78.87 MB
02 Algorithm Overview/026 Arbitrary Feature Spaces.en.srt
13.37 KB
02 Algorithm Overview/026 Arbitrary Feature Spaces.id.srt
13.85 KB
02 Algorithm Overview/026 Arbitrary Feature Spaces.mp4
71.25 MB
02 Algorithm Overview/027 Magnitude Offsets in Features.en.srt
8.72 KB
02 Algorithm Overview/027 Magnitude Offsets in Features.id.srt
8.99 KB
02 Algorithm Overview/027 Magnitude Offsets in Features.mp4
64.06 MB
02 Algorithm Overview/028 Feature Normalization.en.srt
11.64 KB
02 Algorithm Overview/028 Feature Normalization.id.srt
12.2 KB
02 Algorithm Overview/028 Feature Normalization.mp4
72.91 MB
02 Algorithm Overview/029 Normalization with MinMax.en.srt
10.34 KB
02 Algorithm Overview/029 Normalization with MinMax.id.srt
10.93 KB
02 Algorithm Overview/029 Normalization with MinMax.mp4
67.04 MB
02 Algorithm Overview/030 Applying Normalization.en.srt
6.93 KB
02 Algorithm Overview/030 Applying Normalization.id.srt
7.35 KB
02 Algorithm Overview/030 Applying Normalization.mp4
45.35 MB
02 Algorithm Overview/031 Feature Selection with KNN.en.srt
12.74 KB
02 Algorithm Overview/031 Feature Selection with KNN.id.srt
13.69 KB
02 Algorithm Overview/031 Feature Selection with KNN.mp4
80.36 MB
02 Algorithm Overview/032 Objective Feature Picking.en.srt
9.37 KB
02 Algorithm Overview/032 Objective Feature Picking.id.srt
9.95 KB
02 Algorithm Overview/032 Objective Feature Picking.mp4
65.97 MB
02 Algorithm Overview/033 Evaluating Different Feature Values.en.srt
4.21 KB
02 Algorithm Overview/033 Evaluating Different Feature Values.id.srt
4.33 KB
02 Algorithm Overview/033 Evaluating Different Feature Values.mp4
27.97 MB
03 Onwards to Tensorflow JS/034 Lets Get Our Bearings.en.srt
12.26 KB
03 Onwards to Tensorflow JS/034 Lets Get Our Bearings.id.srt
12.75 KB
03 Onwards to Tensorflow JS/034 Lets Get Our Bearings.mp4
76.61 MB
03 Onwards to Tensorflow JS/035 A Plan to Move Forward.en.srt
7.74 KB
03 Onwards to Tensorflow JS/035 A Plan to Move Forward.id.srt
8.25 KB
03 Onwards to Tensorflow JS/035 A Plan to Move Forward.mp4
48.65 MB
03 Onwards to Tensorflow JS/036 Tensor Shape and Dimension.en.srt
19.05 KB
03 Onwards to Tensorflow JS/036 Tensor Shape and Dimension.id.srt
19.6 KB
03 Onwards to Tensorflow JS/036 Tensor Shape and Dimension.mp4
114.28 MB
03 Onwards to Tensorflow JS/037 Elementwise Operations.en.srt
11.92 KB
03 Onwards to Tensorflow JS/037 Elementwise Operations.id.srt
12.77 KB
03 Onwards to Tensorflow JS/037 Elementwise Operations.mp4
58.36 MB
03 Onwards to Tensorflow JS/038 Broadcasting Operations.en.srt
10.71 KB
03 Onwards to Tensorflow JS/038 Broadcasting Operations.id.srt
11.07 KB
03 Onwards to Tensorflow JS/038 Broadcasting Operations.mp4
62.05 MB
03 Onwards to Tensorflow JS/039 Logging Tensor Data.en.srt
6.24 KB
03 Onwards to Tensorflow JS/039 Logging Tensor Data.id.srt
6.62 KB
03 Onwards to Tensorflow JS/039 Logging Tensor Data.mp4
26 MB
03 Onwards to Tensorflow JS/040 Tensor Accessors.en.srt
8.55 KB
03 Onwards to Tensorflow JS/040 Tensor Accessors.id.srt
9.01 KB
03 Onwards to Tensorflow JS/040 Tensor Accessors.mp4
30.46 MB
03 Onwards to Tensorflow JS/041 Creating Slices of Data.en.srt
11.6 KB
03 Onwards to Tensorflow JS/041 Creating Slices of Data.id.srt
11.8 KB
03 Onwards to Tensorflow JS/041 Creating Slices of Data.mp4
58.91 MB
03 Onwards to Tensorflow JS/042 Tensor Concatenation.en.srt
8.53 KB
03 Onwards to Tensorflow JS/042 Tensor Concatenation.id.srt
8.81 KB
03 Onwards to Tensorflow JS/042 Tensor Concatenation.mp4
44.13 MB
03 Onwards to Tensorflow JS/043 Summing Values Along an Axis.en.srt
8.3 KB
03 Onwards to Tensorflow JS/043 Summing Values Along an Axis.id.srt
8.72 KB
03 Onwards to Tensorflow JS/043 Summing Values Along an Axis.mp4
41.36 MB
03 Onwards to Tensorflow JS/044 Massaging Dimensions with ExpandDims.en.srt
12.31 KB
03 Onwards to Tensorflow JS/044 Massaging Dimensions with ExpandDims.id.srt
12.88 KB
03 Onwards to Tensorflow JS/044 Massaging Dimensions with ExpandDims.mp4
57.01 MB
04 Applications of Tensorflow/045 KNN with Regression.en.srt
8 KB
04 Applications of Tensorflow/045 KNN with Regression.id.srt
8.17 KB
04 Applications of Tensorflow/045 KNN with Regression.mp4
54.98 MB
04 Applications of Tensorflow/046 A Change in Data Structure.en.srt
6.56 KB
04 Applications of Tensorflow/046 A Change in Data Structure.id.srt
6.79 KB
04 Applications of Tensorflow/046 A Change in Data Structure.mp4
41.34 MB
04 Applications of Tensorflow/047 KNN with Tensorflow.en.srt
14.95 KB
04 Applications of Tensorflow/047 KNN with Tensorflow.id.srt
15.62 KB
04 Applications of Tensorflow/047 KNN with Tensorflow.mp4
78.71 MB
04 Applications of Tensorflow/048 Maintaining Order Relationships.en.srt
10.65 KB
04 Applications of Tensorflow/048 Maintaining Order Relationships.id.srt
11.18 KB
04 Applications of Tensorflow/048 Maintaining Order Relationships.mp4
57.75 MB
04 Applications of Tensorflow/049 Sorting Tensors.en.srt
12.11 KB
04 Applications of Tensorflow/049 Sorting Tensors.id.srt
12.92 KB
04 Applications of Tensorflow/049 Sorting Tensors.mp4
62.84 MB
04 Applications of Tensorflow/050 Averaging Top Values.en.srt
11.78 KB
04 Applications of Tensorflow/050 Averaging Top Values.id.srt
12.55 KB
04 Applications of Tensorflow/050 Averaging Top Values.mp4
58.13 MB
04 Applications of Tensorflow/051 Moving to the Editor.en.srt
5.26 KB
04 Applications of Tensorflow/051 Moving to the Editor.id.srt
5.32 KB
04 Applications of Tensorflow/051 Moving to the Editor.mp4
34.33 MB
04 Applications of Tensorflow/052 Loading CSV Data.en.srt
15.07 KB
04 Applications of Tensorflow/052 Loading CSV Data.id.srt
15.73 KB
04 Applications of Tensorflow/052 Loading CSV Data.mp4
89.32 MB
04 Applications of Tensorflow/053 Running an Analysis.en.srt
9.33 KB
04 Applications of Tensorflow/053 Running an Analysis.id.srt
9.69 KB
04 Applications of Tensorflow/053 Running an Analysis.mp4
52.5 MB
04 Applications of Tensorflow/054 Reporting Error Percentages.en.srt
9.31 KB
04 Applications of Tensorflow/054 Reporting Error Percentages.id.srt
9.94 KB
04 Applications of Tensorflow/054 Reporting Error Percentages.mp4
64.49 MB
04 Applications of Tensorflow/055 Normalization or Standardization.en.srt
11.73 KB
04 Applications of Tensorflow/055 Normalization or Standardization.id.srt
12.03 KB
04 Applications of Tensorflow/055 Normalization or Standardization.mp4
92.97 MB
04 Applications of Tensorflow/056 Numerical Standardization with Tensorflow.en.srt
11.85 KB
04 Applications of Tensorflow/056 Numerical Standardization with Tensorflow.id.srt
12.22 KB
04 Applications of Tensorflow/056 Numerical Standardization with Tensorflow.mp4
53.05 MB
04 Applications of Tensorflow/057 Applying Standardization.en.srt
6.17 KB
04 Applications of Tensorflow/057 Applying Standardization.id.srt
6.38 KB
04 Applications of Tensorflow/057 Applying Standardization.mp4
41.46 MB
04 Applications of Tensorflow/058 Debugging Calculations.en.srt
13.03 KB
04 Applications of Tensorflow/058 Debugging Calculations.id.srt
13.62 KB
04 Applications of Tensorflow/058 Debugging Calculations.mp4
86.71 MB
04 Applications of Tensorflow/059 What Now.en.srt
6.39 KB
04 Applications of Tensorflow/059 What Now.id.srt
6.82 KB
04 Applications of Tensorflow/059 What Now.mp4
42.32 MB
05 Getting Started with Gradient Descent/060 Linear Regression.en.srt
4.46 KB
05 Getting Started with Gradient Descent/060 Linear Regression.id.srt
4.75 KB
05 Getting Started with Gradient Descent/060 Linear Regression.mp4
25.38 MB
05 Getting Started with Gradient Descent/061 Why Linear Regression.en.srt
7.64 KB
05 Getting Started with Gradient Descent/061 Why Linear Regression.id.srt
8.01 KB
05 Getting Started with Gradient Descent/061 Why Linear Regression.mp4
50.34 MB
05 Getting Started with Gradient Descent/062 Understanding Gradient Descent.en.srt
19.48 KB
05 Getting Started with Gradient Descent/062 Understanding Gradient Descent.id.srt
20.53 KB
05 Getting Started with Gradient Descent/062 Understanding Gradient Descent.mp4
126.76 MB
05 Getting Started with Gradient Descent/063 Guessing Coefficients with MSE.en.srt
15.45 KB
05 Getting Started with Gradient Descent/063 Guessing Coefficients with MSE.id.srt
16.43 KB
05 Getting Started with Gradient Descent/063 Guessing Coefficients with MSE.mp4
93.46 MB
05 Getting Started with Gradient Descent/064 Observations Around MSE.en.srt
9.29 KB
05 Getting Started with Gradient Descent/064 Observations Around MSE.id.srt
9.66 KB
05 Getting Started with Gradient Descent/064 Observations Around MSE.mp4
56.11 MB
05 Getting Started with Gradient Descent/065 Derivatives.en.srt
10.92 KB
05 Getting Started with Gradient Descent/065 Derivatives.id.srt
11.31 KB
05 Getting Started with Gradient Descent/065 Derivatives.mp4
77.95 MB
05 Getting Started with Gradient Descent/066 Gradient Descent in Action.en.srt
18.41 KB
05 Getting Started with Gradient Descent/066 Gradient Descent in Action.id.srt
19.46 KB
05 Getting Started with Gradient Descent/066 Gradient Descent in Action.mp4
115.35 MB
05 Getting Started with Gradient Descent/067 Quick Breather and Review.en.srt
9.19 KB
05 Getting Started with Gradient Descent/067 Quick Breather and Review.id.srt
9.89 KB
05 Getting Started with Gradient Descent/067 Quick Breather and Review.mp4
65.79 MB
05 Getting Started with Gradient Descent/068 Why a Learning Rate.en.srt
25.99 KB
05 Getting Started with Gradient Descent/068 Why a Learning Rate.id.srt
28.26 KB
05 Getting Started with Gradient Descent/068 Why a Learning Rate.mp4
187.28 MB
05 Getting Started with Gradient Descent/069 Answering Common Questions.en.srt
5.96 KB
05 Getting Started with Gradient Descent/069 Answering Common Questions.id.srt
6.32 KB
05 Getting Started with Gradient Descent/069 Answering Common Questions.mp4
40.94 MB
05 Getting Started with Gradient Descent/070 Gradient Descent with Multiple Terms.en.srt
7.46 KB
05 Getting Started with Gradient Descent/070 Gradient Descent with Multiple Terms.id.srt
7.86 KB
05 Getting Started with Gradient Descent/070 Gradient Descent with Multiple Terms.mp4
44.19 MB
05 Getting Started with Gradient Descent/071 Multiple Terms in Action.en.srt
16.5 KB
05 Getting Started with Gradient Descent/071 Multiple Terms in Action.id.srt
17.52 KB
05 Getting Started with Gradient Descent/071 Multiple Terms in Action.mp4
123.15 MB
06 Gradient Descent with Tensorflow/072 Project Overview.en.srt
9.42 KB
06 Gradient Descent with Tensorflow/072 Project Overview.id.srt
9.65 KB
06 Gradient Descent with Tensorflow/072 Project Overview.mp4
57.04 MB
06 Gradient Descent with Tensorflow/073 Data Loading.en.srt
7.77 KB
06 Gradient Descent with Tensorflow/073 Data Loading.id.srt
8.16 KB
06 Gradient Descent with Tensorflow/073 Data Loading.mp4
43.48 MB
06 Gradient Descent with Tensorflow/074 Default Algorithm Options.en.srt
12.73 KB
06 Gradient Descent with Tensorflow/074 Default Algorithm Options.id.srt
12.99 KB
06 Gradient Descent with Tensorflow/074 Default Algorithm Options.mp4
62.66 MB
06 Gradient Descent with Tensorflow/075 Formulating the Training Loop.en.srt
5.06 KB
06 Gradient Descent with Tensorflow/075 Formulating the Training Loop.id.srt
5.25 KB
06 Gradient Descent with Tensorflow/075 Formulating the Training Loop.mp4
27.67 MB
06 Gradient Descent with Tensorflow/076 Initial Gradient Descent Implementation.en.srt
14.22 KB
06 Gradient Descent with Tensorflow/076 Initial Gradient Descent Implementation.id.srt
14.87 KB
06 Gradient Descent with Tensorflow/076 Initial Gradient Descent Implementation.mp4
87.92 MB
06 Gradient Descent with Tensorflow/077 Calculating MSE Slopes.en.srt
9.65 KB
06 Gradient Descent with Tensorflow/077 Calculating MSE Slopes.id.srt
10.14 KB
06 Gradient Descent with Tensorflow/077 Calculating MSE Slopes.mp4
67.13 MB
06 Gradient Descent with Tensorflow/078 Updating Coefficients.en.srt
5.02 KB
06 Gradient Descent with Tensorflow/078 Updating Coefficients.id.srt
5.31 KB
06 Gradient Descent with Tensorflow/078 Updating Coefficients.mp4
33.86 MB
06 Gradient Descent with Tensorflow/079 Interpreting Results.en.srt
15.47 KB
06 Gradient Descent with Tensorflow/079 Interpreting Results.id.srt
16.49 KB
06 Gradient Descent with Tensorflow/079 Interpreting Results.mp4
101.71 MB
06 Gradient Descent with Tensorflow/080 Matrix Multiplication.en.srt
11.33 KB
06 Gradient Descent with Tensorflow/080 Matrix Multiplication.id.srt
11.78 KB
06 Gradient Descent with Tensorflow/080 Matrix Multiplication.mp4
67.46 MB
06 Gradient Descent with Tensorflow/081 More on Matrix Multiplication.en.srt
9.42 KB
06 Gradient Descent with Tensorflow/081 More on Matrix Multiplication.id.srt
9.82 KB
06 Gradient Descent with Tensorflow/081 More on Matrix Multiplication.mp4
63.24 MB
06 Gradient Descent with Tensorflow/082 Matrix Form of Slope Equations.en.srt
9.56 KB
06 Gradient Descent with Tensorflow/082 Matrix Form of Slope Equations.id.srt
10.11 KB
06 Gradient Descent with Tensorflow/082 Matrix Form of Slope Equations.mp4
59.6 MB
06 Gradient Descent with Tensorflow/083 Simplification with Matrix Multiplication.en.srt
14.45 KB
06 Gradient Descent with Tensorflow/083 Simplification with Matrix Multiplication.id.srt
15.22 KB
06 Gradient Descent with Tensorflow/083 Simplification with Matrix Multiplication.mp4
90.79 MB
06 Gradient Descent with Tensorflow/084 How it All Works Together.en.srt
20.87 KB
06 Gradient Descent with Tensorflow/084 How it All Works Together.id.srt
21.71 KB
06 Gradient Descent with Tensorflow/084 How it All Works Together.mp4
143.82 MB
07 Increasing Performance with Vectorized Solutions/085 Refactoring the Linear Regression Class.en.srt
11.62 KB
07 Increasing Performance with Vectorized Solutions/085 Refactoring the Linear Regression Class.id.srt
12.26 KB
07 Increasing Performance with Vectorized Solutions/085 Refactoring the Linear Regression Class.mp4
72.71 MB
07 Increasing Performance with Vectorized Solutions/086 Refactoring to One Equation.en.srt
13.91 KB
07 Increasing Performance with Vectorized Solutions/086 Refactoring to One Equation.id.srt
14.7 KB
07 Increasing Performance with Vectorized Solutions/086 Refactoring to One Equation.mp4
84.8 MB
07 Increasing Performance with Vectorized Solutions/087 A Few More Changes.en.srt
10.08 KB
07 Increasing Performance with Vectorized Solutions/087 A Few More Changes.id.srt
10.75 KB
07 Increasing Performance with Vectorized Solutions/087 A Few More Changes.mp4
66.16 MB
07 Increasing Performance with Vectorized Solutions/088 Same Results Or Not.en.srt
5.43 KB
07 Increasing Performance with Vectorized Solutions/088 Same Results Or Not.id.srt
5.88 KB
07 Increasing Performance with Vectorized Solutions/088 Same Results Or Not.mp4
33.83 MB
07 Increasing Performance with Vectorized Solutions/089 Calculating Model Accuracy.en.srt
13.26 KB
07 Increasing Performance with Vectorized Solutions/089 Calculating Model Accuracy.id.srt
13.75 KB
07 Increasing Performance with Vectorized Solutions/089 Calculating Model Accuracy.mp4
80.36 MB
07 Increasing Performance with Vectorized Solutions/090 Implementing Coefficient of Determination.en.srt
11.73 KB
07 Increasing Performance with Vectorized Solutions/090 Implementing Coefficient of Determination.id.srt
12.19 KB
07 Increasing Performance with Vectorized Solutions/090 Implementing Coefficient of Determination.mp4
75.78 MB
07 Increasing Performance with Vectorized Solutions/091 Dealing with Bad Accuracy.en.srt
11.89 KB
07 Increasing Performance with Vectorized Solutions/091 Dealing with Bad Accuracy.id.srt
12.4 KB
07 Increasing Performance with Vectorized Solutions/091 Dealing with Bad Accuracy.mp4
71.41 MB
07 Increasing Performance with Vectorized Solutions/092 Reminder on Standardization.en.srt
6.97 KB
07 Increasing Performance with Vectorized Solutions/092 Reminder on Standardization.id.srt
7.32 KB
07 Increasing Performance with Vectorized Solutions/092 Reminder on Standardization.mp4
44.49 MB
07 Increasing Performance with Vectorized Solutions/093 Data Processing in a Helper Method.en.srt
5.58 KB
07 Increasing Performance with Vectorized Solutions/093 Data Processing in a Helper Method.id.srt
5.7 KB
07 Increasing Performance with Vectorized Solutions/093 Data Processing in a Helper Method.mp4
37.17 MB
07 Increasing Performance with Vectorized Solutions/094 Reapplying Standardization.en.srt
8.51 KB
07 Increasing Performance with Vectorized Solutions/094 Reapplying Standardization.id.srt
9.05 KB
07 Increasing Performance with Vectorized Solutions/094 Reapplying Standardization.mp4
57.96 MB
07 Increasing Performance with Vectorized Solutions/095 Fixing Standardization Issues.en.srt
8.94 KB
07 Increasing Performance with Vectorized Solutions/095 Fixing Standardization Issues.id.srt
9.33 KB
07 Increasing Performance with Vectorized Solutions/095 Fixing Standardization Issues.mp4
47.84 MB
07 Increasing Performance with Vectorized Solutions/096 Massaging Learning Rates.en.srt
4.71 KB
07 Increasing Performance with Vectorized Solutions/096 Massaging Learning Rates.id.srt
5.04 KB
07 Increasing Performance with Vectorized Solutions/096 Massaging Learning Rates.mp4
36.44 MB
07 Increasing Performance with Vectorized Solutions/097 Moving Towards Multivariate Regression.en.srt
18.13 KB
07 Increasing Performance with Vectorized Solutions/097 Moving Towards Multivariate Regression.id.srt
19.1 KB
07 Increasing Performance with Vectorized Solutions/097 Moving Towards Multivariate Regression.mp4
121.42 MB
07 Increasing Performance with Vectorized Solutions/098 Refactoring for Multivariate Analysis.en.srt
11.95 KB
07 Increasing Performance with Vectorized Solutions/098 Refactoring for Multivariate Analysis.id.srt
12.49 KB
07 Increasing Performance with Vectorized Solutions/098 Refactoring for Multivariate Analysis.mp4
82.35 MB
07 Increasing Performance with Vectorized Solutions/099 Learning Rate Optimization.en.srt
12.52 KB
07 Increasing Performance with Vectorized Solutions/099 Learning Rate Optimization.id.srt
13.35 KB
07 Increasing Performance with Vectorized Solutions/099 Learning Rate Optimization.mp4
76.69 MB
07 Increasing Performance with Vectorized Solutions/100 Recording MSE History.en.srt
8.15 KB
07 Increasing Performance with Vectorized Solutions/100 Recording MSE History.id.srt
8.58 KB
07 Increasing Performance with Vectorized Solutions/100 Recording MSE History.mp4
51.94 MB
07 Increasing Performance with Vectorized Solutions/101 Updating Learning Rate.en.srt
10.05 KB
07 Increasing Performance with Vectorized Solutions/101 Updating Learning Rate.id.srt
10.77 KB
07 Increasing Performance with Vectorized Solutions/101 Updating Learning Rate.mp4
62.14 MB
08 Plotting Data with Javascript/102 Observing Changing Learning Rate and MSE.en.srt
6.79 KB
08 Plotting Data with Javascript/102 Observing Changing Learning Rate and MSE.id.srt
7.21 KB
08 Plotting Data with Javascript/102 Observing Changing Learning Rate and MSE.mp4
45.83 MB
08 Plotting Data with Javascript/103 Plotting MSE Values.en.srt
8.21 KB
08 Plotting Data with Javascript/103 Plotting MSE Values.id.srt
8.83 KB
08 Plotting Data with Javascript/103 Plotting MSE Values.mp4
61.39 MB
08 Plotting Data with Javascript/104 Plotting MSE History against B Values.en.srt
7.05 KB
08 Plotting Data with Javascript/104 Plotting MSE History against B Values.id.srt
7.33 KB
08 Plotting Data with Javascript/104 Plotting MSE History against B Values.mp4
47.8 MB
09 Gradient Descent Alterations/105 Batch and Stochastic Gradient Descent.en.srt
11.47 KB
09 Gradient Descent Alterations/105 Batch and Stochastic Gradient Descent.id.srt
11.97 KB
09 Gradient Descent Alterations/105 Batch and Stochastic Gradient Descent.mp4
77.23 MB
09 Gradient Descent Alterations/106 Refactoring Towards Batch Gradient Descent.en.srt
8.04 KB
09 Gradient Descent Alterations/106 Refactoring Towards Batch Gradient Descent.id.srt
8.32 KB
09 Gradient Descent Alterations/106 Refactoring Towards Batch Gradient Descent.mp4
55.11 MB
09 Gradient Descent Alterations/107 Determining Batch Size and Quantity.en.srt
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10 Natural Binary Classification/111 Introducing Logistic Regression.en.srt
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10 Natural Binary Classification/114 The Sigmoid Equation.en.srt
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10 Natural Binary Classification/116 Changes for Logistic Regression.en.srt
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10 Natural Binary Classification/118 Project Download.html
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10 Natural Binary Classification/119 Importing Vehicle Data.en.srt
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10 Natural Binary Classification/120 Encoding Label Values.en.srt
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10 Natural Binary Classification/121 Updating Linear Regression for Logistic Regression.en.srt
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10 Natural Binary Classification/122 The Sigmoid Equation with Logistic Regression.en.srt
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10 Natural Binary Classification/123 A Touch More Refactoring.en.srt
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10 Natural Binary Classification/124 Gauging Classification Accuracy.en.srt
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10 Natural Binary Classification/125 Implementing a Test Function.en.srt
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10 Natural Binary Classification/126 Variable Decision Boundaries.en.srt
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10 Natural Binary Classification/127 Mean Squared Error vs Cross Entropy.en.srt
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10 Natural Binary Classification/128 Refactoring with Cross Entropy.en.srt
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10 Natural Binary Classification/129 Finishing the Cost Refactor.en.srt
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10 Natural Binary Classification/130 Plotting Changing Cost History.en.srt
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11 Multi-Value Classification/131 Multinominal Logistic Regression.en.srt
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11 Multi-Value Classification/132 A Smart Refactor to Multinominal Analysis.en.srt
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11 Multi-Value Classification/133 A Smarter Refactor.en.srt
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11 Multi-Value Classification/134 A Single Instance Approach.en.srt
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11 Multi-Value Classification/135 Refactoring to Multi-Column Weights.en.srt
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11 Multi-Value Classification/136 A Problem to Test Multinominal Classification.en.srt
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11 Multi-Value Classification/137 Classifying Continuous Values.en.srt
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11 Multi-Value Classification/138 Training a Multinominal Model.en.srt
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11 Multi-Value Classification/139 Marginal vs Conditional Probability.en.srt
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11 Multi-Value Classification/140 Sigmoid vs Softmax.en.srt
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11 Multi-Value Classification/142 Implementing Accuracy Gauges.en.srt
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11 Multi-Value Classification/143 Calculating Accuracy.en.srt
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12 Image Recognition In Action/144 Handwriting Recognition.en.srt
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12 Image Recognition In Action/145 Greyscale Values.en.srt
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12 Image Recognition In Action/146 Many Features.en.srt
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12 Image Recognition In Action/147 Flattening Image Data.en.srt
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12 Image Recognition In Action/148 Encoding Label Values.en.srt
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12 Image Recognition In Action/149 Implementing an Accuracy Gauge.en.srt
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12 Image Recognition In Action/150 Unchanging Accuracy.en.srt
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12 Image Recognition In Action/151 Debugging the Calculation Process.en.srt
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12 Image Recognition In Action/152 Dealing with Zero Variances.en.srt
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13 Performance Optimization/154 Handing Large Datasets.en.srt
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13 Performance Optimization/156 Creating Memory Snapshots.en.srt
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13 Performance Optimization/157 The Javascript Garbage Collector.en.srt
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13 Performance Optimization/158 Shallow vs Retained Memory Usage.en.srt
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13 Performance Optimization/160 Releasing References.en.srt
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13 Performance Optimization/162 Optimization Tensorflow Memory Usage.en.srt
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13 Performance Optimization/166 Tidying the Training Loop.en.srt
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13 Performance Optimization/168 One More Optimization.en.srt
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13 Performance Optimization/170 Plotting Cost History.en.srt
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14 Appendix Custom CSV Loader/175 Loading CSV Files.en.srt
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14 Appendix Custom CSV Loader/176 A Test Dataset.en.srt
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14 Appendix Custom CSV Loader/177 Reading Files from Disk.en.srt
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14 Appendix Custom CSV Loader/178 Splitting into Columns.en.srt
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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/184 Splitting Test and Training.en.srt
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15 Extras/185 Bonus.html
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[FreeCourseWorld.Com].url
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