[FreeTutorials.Eu] Udemy - machine-learning-with-javascript
大小
10.1 GB
文件数
371
Info Hash:
D405DD907319ECEFCABC95E47ABC2A8238EF6766
收录时间
2026-01-06 06:44:18
更新时间
2026-01-06 06:44:18
文件列表 (371)
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.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.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.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.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.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.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.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.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.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.mp4
93.32 MB
02 Algorithm Overview/011 Lodash Review-en.srt
15.24 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.mp4
59.34 MB
02 Algorithm Overview/013 Finishing KNN Implementation-en.srt
8.83 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.mp4
44.96 MB
02 Algorithm Overview/015 Interpreting Bad Results-en.srt
6.49 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.mp4
45.2 MB
02 Algorithm Overview/017 Randomizing Test Data-en.srt
5.68 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.mp4
38.99 MB
02 Algorithm Overview/019 Gauging Accuracy-en.srt
7.98 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.mp4
33.29 MB
02 Algorithm Overview/021 Refactoring Accuracy Reporting-en.srt
7.64 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.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.mp4
70.61 MB
02 Algorithm Overview/024 Multi-Dimensional KNN-en.srt
6.3 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.mp4
78.87 MB
02 Algorithm Overview/026 Arbitrary Feature Spaces-en.srt
13.37 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.mp4
64.06 MB
02 Algorithm Overview/028 Feature Normalization-en.srt
11.64 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.mp4
67.04 MB
02 Algorithm Overview/030 Applying Normalization-en.srt
6.93 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.mp4
80.36 MB
02 Algorithm Overview/032 Objective Feature Picking-en.srt
9.37 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.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.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.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.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.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.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.mp4
26 MB
03 Onwards to Tensorflow JS/040 Tensor Accessors-en.srt
8.55 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.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.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.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.mp4
57.01 MB
04 Applications of Tensorflow/045 KNN with Regression-en.srt
8 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.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.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.mp4
57.75 MB
04 Applications of Tensorflow/049 Sorting Tensors-en.srt
12.11 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.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.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.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.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.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.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.mp4
53.05 MB
04 Applications of Tensorflow/057 Applying Standardization-en.srt
6.17 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.mp4
86.71 MB
04 Applications of Tensorflow/059 What Now-en.srt
6.39 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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.mp4
55.11 MB
09 Gradient Descent Alterations/107 Determining Batch Size and Quantity-en.srt
8.83 KB
09 Gradient Descent Alterations/107 Determining Batch Size and Quantity.mp4
66.08 MB
09 Gradient Descent Alterations/108 Iterating Over Batches-en.srt
12.13 KB
09 Gradient Descent Alterations/108 Iterating Over Batches.mp4
67.45 MB
09 Gradient Descent Alterations/109 Evaluating Batch Gradient Descent Results-en.srt
9.1 KB
09 Gradient Descent Alterations/109 Evaluating Batch Gradient Descent Results.mp4
66.23 MB
09 Gradient Descent Alterations/110 Making Predictions with the Model-en.srt
11.91 KB
09 Gradient Descent Alterations/110 Making Predictions with the Model.mp4
79.49 MB
10 Natural Binary Classification/111 Introducing Logistic Regression-en.srt
3.91 KB
10 Natural Binary Classification/111 Introducing Logistic Regression.mp4
23.44 MB
10 Natural Binary Classification/112 Logistic Regression in Action-en.srt
10.85 KB
10 Natural Binary Classification/112 Logistic Regression in Action.mp4
61.07 MB
10 Natural Binary Classification/113 Bad Equation Fits-en.srt
8.64 KB
10 Natural Binary Classification/113 Bad Equation Fits.mp4
55.39 MB
10 Natural Binary Classification/114 The Sigmoid Equation-en.srt
7.25 KB
10 Natural Binary Classification/114 The Sigmoid Equation.mp4
45.44 MB
10 Natural Binary Classification/115 Decision Boundaries-en.srt
11.93 KB
10 Natural Binary Classification/115 Decision Boundaries.mp4
79.18 MB
10 Natural Binary Classification/116 Changes for Logistic Regression-en.srt
1.97 KB
10 Natural Binary Classification/116 Changes for Logistic Regression.mp4
12.49 MB
10 Natural Binary Classification/117 Project Setup for Logistic Regression-en.srt
9.25 KB
10 Natural Binary Classification/117 Project Setup for Logistic Regression.mp4
59.4 MB
10 Natural Binary Classification/118 Project Download.html
1.05 KB
10 Natural Binary Classification/118 regressions.zip
34.3 KB
10 Natural Binary Classification/119 Importing Vehicle Data-en.srt
6.67 KB
10 Natural Binary Classification/119 Importing Vehicle Data.mp4
38.95 MB
10 Natural Binary Classification/120 Encoding Label Values-en.srt
6.88 KB
10 Natural Binary Classification/120 Encoding Label Values.mp4
48.58 MB
10 Natural Binary Classification/121 Updating Linear Regression fro Logistic Regression-en.srt
11.09 KB
10 Natural Binary Classification/121 Updating Linear Regression fro Logistic Regression.mp4
70.29 MB
10 Natural Binary Classification/122 The Sigmoid Equation with Logistic Regression-en.srt
6.78 KB
10 Natural Binary Classification/122 The Sigmoid Equation with Logistic Regression.mp4
32.77 MB
10 Natural Binary Classification/123 A Touch More Refactoring-en.srt
11.82 KB
10 Natural Binary Classification/123 A Touch More Refactoring.mp4
87.42 MB
10 Natural Binary Classification/124 Gauging Classification Accuracy-en.srt
5.42 KB
10 Natural Binary Classification/124 Gauging Classification Accuracy.mp4
36.7 MB
10 Natural Binary Classification/125 Implementing a Test Function-en.srt
8.56 KB
10 Natural Binary Classification/125 Implementing a Test Function.mp4
54.71 MB
10 Natural Binary Classification/126 Variable Decision Boundaries-en.srt
11.4 KB
10 Natural Binary Classification/126 Variable Decision Boundaries.mp4
68.31 MB
10 Natural Binary Classification/127 Mean Squared Error vs Cross Entropy-en.srt
8.89 KB
10 Natural Binary Classification/127 Mean Squared Error vs Cross Entropy.mp4
60.2 MB
10 Natural Binary Classification/128 Refactoring with Cross Entropy-en.srt
8.17 KB
10 Natural Binary Classification/128 Refactoring with Cross Entropy.mp4
49.45 MB
10 Natural Binary Classification/129 Finishing the Cost Refactor-en.srt
6.86 KB
10 Natural Binary Classification/129 Finishing the Cost Refactor.mp4
49.09 MB
10 Natural Binary Classification/130 Plotting Changing Cost History-en.srt
5.68 KB
10 Natural Binary Classification/130 Plotting Changing Cost History.mp4
42.95 MB
11 Multi-Value Classification/131 Multinominal Logistic Regression-en.srt
3.6 KB
11 Multi-Value Classification/131 Multinominal Logistic Regression.mp4
25 MB
11 Multi-Value Classification/132 A Smart Refactor to Multinominal Analysis-en.srt
8.24 KB
11 Multi-Value Classification/132 A Smart Refactor to Multinominal Analysis.mp4
49.97 MB
11 Multi-Value Classification/133 A Smarter Refactor-en.srt
5.92 KB
11 Multi-Value Classification/133 A Smarter Refactor.mp4
38.29 MB
11 Multi-Value Classification/134 A Single Instance Approach-en.srt
15.32 KB
11 Multi-Value Classification/134 A Single Instance Approach.mp4
103.55 MB
11 Multi-Value Classification/135 Refactoring to Multi-Column Weights-en.srt
7.66 KB
11 Multi-Value Classification/135 Refactoring to Multi-Column Weights.mp4
48.49 MB
11 Multi-Value Classification/136 A Problem to Test Multinominal Classification-en.srt
7.17 KB
11 Multi-Value Classification/136 A Problem to Test Multinominal Classification.mp4
48.45 MB
11 Multi-Value Classification/137 Classifying Continuous Values-en.srt
7.02 KB
11 Multi-Value Classification/137 Classifying Continuous Values.mp4
44.55 MB
11 Multi-Value Classification/138 Training a Multinominal Model-en.srt
9.84 KB
11 Multi-Value Classification/138 Training a Multinominal Model.mp4
66.08 MB
11 Multi-Value Classification/139 Marginal vs Conditional Probability-en.srt
16.03 KB
11 Multi-Value Classification/139 Marginal vs Conditional Probability.mp4
95.18 MB
11 Multi-Value Classification/140 Sigmoid vs Softmax-en.srt
9.83 KB
11 Multi-Value Classification/140 Sigmoid vs Softmax.mp4
62.75 MB
11 Multi-Value Classification/141 Refactoring Sigmoid to Softmax-en.srt
7.51 KB
11 Multi-Value Classification/141 Refactoring Sigmoid to Softmax.mp4
48.87 MB
11 Multi-Value Classification/142 Implementing Accuracy Gauges-en.srt
4.27 KB
11 Multi-Value Classification/142 Implementing Accuracy Gauges.mp4
28.71 MB
11 Multi-Value Classification/143 Calculating Accuracy-en.srt
5.11 KB
11 Multi-Value Classification/143 Calculating Accuracy.mp4
31.3 MB
12 Image Recognition In Action/144 Handwriting Recognition-en.srt
3.57 KB
12 Image Recognition In Action/144 Handwriting Recognition.mp4
24.69 MB
12 Image Recognition In Action/145 Greyscale Values-en.srt
7.95 KB
12 Image Recognition In Action/145 Greyscale Values.mp4
55.34 MB
12 Image Recognition In Action/146 Many Features-en.srt
5.34 KB
12 Image Recognition In Action/146 Many Features.mp4
44.76 MB
12 Image Recognition In Action/147 Flattening Image Data-en.srt
8.84 KB
12 Image Recognition In Action/147 Flattening Image Data.mp4
57.76 MB
12 Image Recognition In Action/148 Encoding Label Values-en.srt
8.47 KB
12 Image Recognition In Action/148 Encoding Label Values.mp4
62 MB
12 Image Recognition In Action/149 Implementing an Accuracy Gauge-en.srt
11.44 KB
12 Image Recognition In Action/149 Implementing an Accuracy Gauge.mp4
79.94 MB
12 Image Recognition In Action/150 Unchanging Accuracy-en.srt
3.25 KB
12 Image Recognition In Action/150 Unchanging Accuracy.mp4
20.3 MB
12 Image Recognition In Action/151 Debugging the Calculation Process-en.srt
13.01 KB
12 Image Recognition In Action/151 Debugging the Calculation Process.mp4
89.04 MB
12 Image Recognition In Action/152 Dealing with Zero Variances-en.srt
10.01 KB
12 Image Recognition In Action/152 Dealing with Zero Variances.mp4
47.9 MB
12 Image Recognition In Action/153 Backfilling Variance-en.srt
4.1 KB
12 Image Recognition In Action/153 Backfilling Variance.mp4
25.72 MB
13 Performance Optimization/154 Handing Large Datasets-en.srt
7.03 KB
13 Performance Optimization/154 Handing Large Datasets.mp4
44.46 MB
13 Performance Optimization/155 Minimizing Memory Usage-en.srt
7.49 KB
13 Performance Optimization/155 Minimizing Memory Usage.mp4
38.18 MB
13 Performance Optimization/156 Creating Memory Snapshots-en.srt
8.16 KB
13 Performance Optimization/156 Creating Memory Snapshots.mp4
49.05 MB
13 Performance Optimization/157 The Javascript Garbage Collector-en.srt
10.14 KB
13 Performance Optimization/157 The Javascript Garbage Collector.mp4
55.8 MB
13 Performance Optimization/158 Shallow vs Retained Memory Usage-en.srt
9.1 KB
13 Performance Optimization/158 Shallow vs Retained Memory Usage.mp4
56.89 MB
13 Performance Optimization/159 Measuring Memory Usage-en.srt
13.82 KB
13 Performance Optimization/159 Measuring Memory Usage.mp4
96.63 MB
13 Performance Optimization/160 Releasing References-en.srt
4.98 KB
13 Performance Optimization/160 Releasing References.mp4
35.98 MB
13 Performance Optimization/161 Measuring Footprint Reduction-en.srt
6.23 KB
13 Performance Optimization/161 Measuring Footprint Reduction.mp4
43.3 MB
13 Performance Optimization/162 Optimization Tensorflow Memory Usage-en.srt
2.68 KB
13 Performance Optimization/162 Optimization Tensorflow Memory Usage.mp4
18.53 MB
13 Performance Optimization/163 Tensorflows Eager Memory Usage-en.srt
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13 Performance Optimization/163 Tensorflows Eager Memory Usage.mp4
46.81 MB
13 Performance Optimization/164 Cleaning up Tensors with Tidy-en.srt
4.39 KB
13 Performance Optimization/164 Cleaning up Tensors with Tidy.mp4
24.26 MB
13 Performance Optimization/165 Implementing TF Tidy-en.srt
5.4 KB
13 Performance Optimization/165 Implementing TF Tidy.mp4
37.59 MB
13 Performance Optimization/166 Tidying the Training Loop-en.srt
6.25 KB
13 Performance Optimization/166 Tidying the Training Loop.mp4
45.99 MB
13 Performance Optimization/167 Measuring Reduced Memory Usage-en.srt
2.49 KB
13 Performance Optimization/167 Measuring Reduced Memory Usage.mp4
18.11 MB
13 Performance Optimization/168 One More Optimization-en.srt
3.75 KB
13 Performance Optimization/168 One More Optimization.mp4
27.49 MB
13 Performance Optimization/169 Final Memory Report-en.srt
4.46 KB
13 Performance Optimization/169 Final Memory Report.mp4
36.24 MB
13 Performance Optimization/170 Plotting Cost History-en.srt
6.61 KB
13 Performance Optimization/170 Plotting Cost History.mp4
47.59 MB
13 Performance Optimization/171 NaN in Cost History-en.srt
6.89 KB
13 Performance Optimization/171 NaN in Cost History.mp4
46.37 MB
13 Performance Optimization/172 Fixing Cost History-en.srt
7.14 KB
13 Performance Optimization/172 Fixing Cost History.mp4
46.77 MB
13 Performance Optimization/173 Massaging Learning Parameters-en.srt
2.78 KB
13 Performance Optimization/173 Massaging Learning Parameters.mp4
22.55 MB
13 Performance Optimization/174 Improving Model Accuracy-en.srt
6.71 KB
13 Performance Optimization/174 Improving Model Accuracy.mp4
55.01 MB
14 Appendix Custom CSV Loader/175 Loading CSV Files-en.srt
3.38 KB
14 Appendix Custom CSV Loader/175 Loading CSV Files.mp4
15.85 MB
14 Appendix Custom CSV Loader/176 A Test Dataset-en.srt
2.89 KB
14 Appendix Custom CSV Loader/176 A Test Dataset.mp4
9.58 MB
14 Appendix Custom CSV Loader/177 Reading Files from Disk-en.srt
4.44 KB
14 Appendix Custom CSV Loader/177 Reading Files from Disk.mp4
18.59 MB
14 Appendix Custom CSV Loader/178 Splitting into Columns-en.srt
4.26 KB
14 Appendix Custom CSV Loader/178 Splitting into Columns.mp4
20.34 MB
14 Appendix Custom CSV Loader/179 Dropping Trailing Columns-en.srt
3.9 KB
14 Appendix Custom CSV Loader/179 Dropping Trailing Columns.mp4
18.4 MB
14 Appendix Custom CSV Loader/180 Parsing Number Values-en.srt
5.46 KB
14 Appendix Custom CSV Loader/180 Parsing Number Values.mp4
31.36 MB
14 Appendix Custom CSV Loader/181 Custom Value Parsing-en.srt
6.51 KB
14 Appendix Custom CSV Loader/181 Custom Value Parsing.mp4
36.72 MB
14 Appendix Custom CSV Loader/182 Extracting Data Columns-en.srt
7.75 KB
14 Appendix Custom CSV Loader/182 Extracting Data Columns.mp4
57.27 MB
14 Appendix Custom CSV Loader/183 Shuffling Data via Seed Phrase-en.srt
8.45 KB
14 Appendix Custom CSV Loader/183 Shuffling Data via Seed Phrase.mp4
52.14 MB
14 Appendix Custom CSV Loader/184 Splitting Test and Training-en.srt
12.01 KB
14 Appendix Custom CSV Loader/184 Splitting Test and Training.mp4
75.65 MB
[FreeCoursesOnline.Me].url
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[FreeTutorials.Eu].url
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