| Machine Learning with Javascript/0. Websites you may like/Download More Free Coures.txt |
17 B |
| Machine Learning with Javascript/1. What is Machine Learning/3. A Complete Walkthrough.mp4 |
109.1 MB |
| Machine Learning with Javascript/1. What is Machine Learning/2. Solving Machine Learning Problems.mp4 |
62.8 MB |
| Machine Learning with Javascript/1. What is Machine Learning/7. Dataset Structures.mp4 |
48.2 MB |
| Machine Learning with Javascript/1. What is Machine Learning/9. What Type of Problem.mp4 |
47 MB |
| Machine Learning with Javascript/1. What is Machine Learning/6. Identifying Relevant Data.mp4 |
33.9 MB |
| Machine Learning with Javascript/1. What is Machine Learning/8. Recording Observation Data.mp4 |
32.7 MB |
| Machine Learning with Javascript/1. What is Machine Learning/5. Problem Outline.mp4 |
31.2 MB |
| Machine Learning with Javascript/1. What is Machine Learning/4. App Setup.mp4 |
19.3 MB |
| Machine Learning with Javascript/1. What is Machine Learning/1. Getting Started - How to Get Help.mp4 |
8.4 MB |
| Machine Learning with Javascript/1. What is Machine Learning/3. A Complete Walkthrough.srt |
15 KB |
| Machine Learning with Javascript/1. What is Machine Learning/2. Solving Machine Learning Problems.srt |
9 KB |
| Machine Learning with Javascript/1. What is Machine Learning/7. Dataset Structures.srt |
9 KB |
| Machine Learning with Javascript/1. What is Machine Learning/9. What Type of Problem.srt |
8 KB |
| Machine Learning with Javascript/1. What is Machine Learning/6. Identifying Relevant Data.srt |
7 KB |
| Machine Learning with Javascript/1. What is Machine Learning/8. Recording Observation Data.srt |
6 KB |
| Machine Learning with Javascript/1. What is Machine Learning/5. Problem Outline.srt |
5 KB |
| Machine Learning with Javascript/1. What is Machine Learning/4. App Setup.srt |
3 KB |
| Machine Learning with Javascript/1. What is Machine Learning/1. Getting Started - How to Get Help.srt |
2 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/13. A Touch More Refactoring.mp4 |
87.4 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/5. Decision Boundaries.mp4 |
79.2 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/11. Updating Linear Regression for Logistic Regression.mp4 |
70.3 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/16. Variable Decision Boundaries.mp4 |
68.3 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/2. Logistic Regression in Action.mp4 |
61.1 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/17. Mean Squared Error vs Cross Entropy.mp4 |
60.2 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/7. Project Setup for Logistic Regression.mp4 |
59.4 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/3. Bad Equation Fits.mp4 |
55.4 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/15. Implementing a Test Function.mp4 |
54.7 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/18. Refactoring with Cross Entropy.mp4 |
49.4 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/19. Finishing the Cost Refactor.mp4 |
49.1 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/10. Encoding Label Values.mp4 |
48.6 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/4. The Sigmoid Equation.mp4 |
45.4 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/20. Plotting Changing Cost History.mp4 |
43 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/9. Importing Vehicle Data.mp4 |
39 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/14. Gauging Classification Accuracy.mp4 |
36.7 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/12. The Sigmoid Equation with Logistic Regression.mp4 |
32.8 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/1. Introducing Logistic Regression.mp4 |
23.4 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/6. Changes for Logistic Regression.mp4 |
12.5 MB |
| Machine Learning with Javascript/10. Natural Binary Classification/8.1 regressions.zip.zip |
34 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/5. Decision Boundaries.srt |
12 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/13. A Touch More Refactoring.srt |
12 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/16. Variable Decision Boundaries.srt |
11 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/11. Updating Linear Regression for Logistic Regression.srt |
11 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/2. Logistic Regression in Action.srt |
11 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/7. Project Setup for Logistic Regression.srt |
9 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/17. Mean Squared Error vs Cross Entropy.srt |
9 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/3. Bad Equation Fits.srt |
9 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/15. Implementing a Test Function.srt |
9 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/18. Refactoring with Cross Entropy.srt |
8 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/4. The Sigmoid Equation.srt |
7 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/10. Encoding Label Values.srt |
7 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/19. Finishing the Cost Refactor.srt |
7 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/12. The Sigmoid Equation with Logistic Regression.srt |
7 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/9. Importing Vehicle Data.srt |
7 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/20. Plotting Changing Cost History.srt |
6 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/14. Gauging Classification Accuracy.srt |
5 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/1. Introducing Logistic Regression.srt |
4 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/6. Changes for Logistic Regression.srt |
2 KB |
| Machine Learning with Javascript/10. Natural Binary Classification/8. Project Download.html |
215 B |
| Machine Learning with Javascript/11. Multi-Value Classification/4. A Single Instance Approach.mp4 |
103.5 MB |
| Machine Learning with Javascript/11. Multi-Value Classification/9. Marginal vs Conditional Probability.mp4 |
95.2 MB |
| Machine Learning with Javascript/11. Multi-Value Classification/8. Training a Multinominal Model.mp4 |
66.1 MB |
| Machine Learning with Javascript/11. Multi-Value Classification/10. Sigmoid vs Softmax.mp4 |
62.8 MB |
| Machine Learning with Javascript/11. Multi-Value Classification/2. A Smart Refactor to Multinominal Analysis.mp4 |
50 MB |
| Machine Learning with Javascript/11. Multi-Value Classification/11. Refactoring Sigmoid to Softmax.mp4 |
48.9 MB |
| Machine Learning with Javascript/11. Multi-Value Classification/5. Refactoring to Multi-Column Weights.mp4 |
48.5 MB |
| Machine Learning with Javascript/11. Multi-Value Classification/6. A Problem to Test Multinominal Classification.mp4 |
48.5 MB |
| Machine Learning with Javascript/11. Multi-Value Classification/7. Classifying Continuous Values.mp4 |
44.6 MB |
| Machine Learning with Javascript/11. Multi-Value Classification/3. A Smarter Refactor!.mp4 |
38.3 MB |
| Machine Learning with Javascript/11. Multi-Value Classification/13. Calculating Accuracy.mp4 |
31.3 MB |
| Machine Learning with Javascript/11. Multi-Value Classification/12. Implementing Accuracy Gauges.mp4 |
28.7 MB |
| Machine Learning with Javascript/11. Multi-Value Classification/1. Multinominal Logistic Regression.mp4 |
25 MB |
| Machine Learning with Javascript/11. Multi-Value Classification/9. Marginal vs Conditional Probability.srt |
16 KB |
| Machine Learning with Javascript/11. Multi-Value Classification/4. A Single Instance Approach.srt |
15 KB |
| Machine Learning with Javascript/11. Multi-Value Classification/8. Training a Multinominal Model.srt |
10 KB |
| Machine Learning with Javascript/11. Multi-Value Classification/10. Sigmoid vs Softmax.srt |
10 KB |
| Machine Learning with Javascript/11. Multi-Value Classification/2. A Smart Refactor to Multinominal Analysis.srt |
8 KB |
| Machine Learning with Javascript/11. Multi-Value Classification/5. Refactoring to Multi-Column Weights.srt |
8 KB |
| Machine Learning with Javascript/11. Multi-Value Classification/11. Refactoring Sigmoid to Softmax.srt |
8 KB |
| Machine Learning with Javascript/11. Multi-Value Classification/6. A Problem to Test Multinominal Classification.srt |
7 KB |
| Machine Learning with Javascript/11. Multi-Value Classification/7. Classifying Continuous Values.srt |
7 KB |
| Machine Learning with Javascript/11. Multi-Value Classification/3. A Smarter Refactor!.srt |
6 KB |
| Machine Learning with Javascript/11. Multi-Value Classification/13. Calculating Accuracy.srt |
5 KB |
| Machine Learning with Javascript/11. Multi-Value Classification/12. Implementing Accuracy Gauges.srt |
4 KB |
| Machine Learning with Javascript/11. Multi-Value Classification/1. Multinominal Logistic Regression.srt |
4 KB |
| Machine Learning with Javascript/12. Image Recognition In Action/8. Debugging the Calculation Process.mp4 |
89 MB |
| Machine Learning with Javascript/12. Image Recognition In Action/6. Implementing an Accuracy Gauge.mp4 |
79.9 MB |
| Machine Learning with Javascript/12. Image Recognition In Action/5. Encoding Label Values.mp4 |
62 MB |
| Machine Learning with Javascript/12. Image Recognition In Action/4. Flattening Image Data.mp4 |
57.8 MB |
| Machine Learning with Javascript/12. Image Recognition In Action/2. Greyscale Values.mp4 |
55.3 MB |
| Machine Learning with Javascript/12. Image Recognition In Action/9. Dealing with Zero Variances.mp4 |
47.9 MB |
| Machine Learning with Javascript/12. Image Recognition In Action/3. Many Features.mp4 |
44.8 MB |
| Machine Learning with Javascript/12. Image Recognition In Action/10. Backfilling Variance.mp4 |
25.7 MB |
| Machine Learning with Javascript/12. Image Recognition In Action/1. Handwriting Recognition.mp4 |
24.7 MB |
| Machine Learning with Javascript/12. Image Recognition In Action/7. Unchanging Accuracy.mp4 |
20.3 MB |
| Machine Learning with Javascript/12. Image Recognition In Action/8. Debugging the Calculation Process.srt |
13 KB |
| Machine Learning with Javascript/12. Image Recognition In Action/6. Implementing an Accuracy Gauge.srt |
11 KB |
| Machine Learning with Javascript/12. Image Recognition In Action/9. Dealing with Zero Variances.srt |
10 KB |
| Machine Learning with Javascript/12. Image Recognition In Action/4. Flattening Image Data.srt |
9 KB |
| Machine Learning with Javascript/12. Image Recognition In Action/5. Encoding Label Values.srt |
8 KB |
| Machine Learning with Javascript/12. Image Recognition In Action/2. Greyscale Values.srt |
8 KB |
| Machine Learning with Javascript/12. Image Recognition In Action/3. Many Features.srt |
5 KB |
| Machine Learning with Javascript/12. Image Recognition In Action/10. Backfilling Variance.srt |
4 KB |
| Machine Learning with Javascript/12. Image Recognition In Action/1. Handwriting Recognition.srt |
4 KB |
| Machine Learning with Javascript/12. Image Recognition In Action/7. Unchanging Accuracy.srt |
3 KB |
| Machine Learning with Javascript/13. Performance Optimization/6. Measuring Memory Usage.mp4 |
96.6 MB |
| Machine Learning with Javascript/13. Performance Optimization/5. Shallow vs Retained Memory Usage.mp4 |
56.9 MB |
| Machine Learning with Javascript/13. Performance Optimization/4. The Javascript Garbage Collector.mp4 |
55.8 MB |
| Machine Learning with Javascript/13. Performance Optimization/21. Improving Model Accuracy.mp4 |
55 MB |
| Machine Learning with Javascript/13. Performance Optimization/3. Creating Memory Snapshots.mp4 |
49.1 MB |
| Machine Learning with Javascript/13. Performance Optimization/17. Plotting Cost History.mp4 |
47.6 MB |
| Machine Learning with Javascript/13. Performance Optimization/10. Tensorflow's Eager Memory Usage.mp4 |
46.8 MB |
| Machine Learning with Javascript/13. Performance Optimization/19. Fixing Cost History.mp4 |
46.8 MB |
| Machine Learning with Javascript/13. Performance Optimization/18. NaN in Cost History.mp4 |
46.4 MB |
| Machine Learning with Javascript/13. Performance Optimization/13. Tidying the Training Loop.mp4 |
46 MB |
| Machine Learning with Javascript/13. Performance Optimization/1. Handing Large Datasets.mp4 |
44.5 MB |
| Machine Learning with Javascript/13. Performance Optimization/8. Measuring Footprint Reduction.mp4 |
43.3 MB |
| Machine Learning with Javascript/13. Performance Optimization/2. Minimizing Memory Usage.mp4 |
38.2 MB |
| Machine Learning with Javascript/13. Performance Optimization/12. Implementing TF Tidy.mp4 |
37.6 MB |
| Machine Learning with Javascript/13. Performance Optimization/16. Final Memory Report.mp4 |
36.2 MB |
| Machine Learning with Javascript/13. Performance Optimization/7. Releasing References.mp4 |
36 MB |
| Machine Learning with Javascript/13. Performance Optimization/15. One More Optimization.srt |
27.5 MB |
| Machine Learning with Javascript/13. Performance Optimization/15. One More Optimization.mp4 |
27.5 MB |
| Machine Learning with Javascript/13. Performance Optimization/11. Cleaning up Tensors with Tidy.mp4 |
24.3 MB |
| Machine Learning with Javascript/13. Performance Optimization/20. Massaging Learning Parameters.mp4 |
22.6 MB |
| Machine Learning with Javascript/13. Performance Optimization/9. Optimization Tensorflow Memory Usage.mp4 |
18.5 MB |
| Machine Learning with Javascript/13. Performance Optimization/14. Measuring Reduced Memory Usage.mp4 |
18.1 MB |
| Machine Learning with Javascript/13. Performance Optimization/6. Measuring Memory Usage.srt |
14 KB |
| Machine Learning with Javascript/13. Performance Optimization/4. The Javascript Garbage Collector.srt |
10 KB |
| Machine Learning with Javascript/13. Performance Optimization/5. Shallow vs Retained Memory Usage.srt |
9 KB |
| Machine Learning with Javascript/13. Performance Optimization/3. Creating Memory Snapshots.srt |
8 KB |
| Machine Learning with Javascript/13. Performance Optimization/2. Minimizing Memory Usage.srt |
7 KB |
| Machine Learning with Javascript/13. Performance Optimization/19. Fixing Cost History.srt |
7 KB |
| Machine Learning with Javascript/13. Performance Optimization/1. Handing Large Datasets.srt |
7 KB |
| Machine Learning with Javascript/13. Performance Optimization/10. Tensorflow's Eager Memory Usage.srt |
7 KB |
| Machine Learning with Javascript/13. Performance Optimization/18. NaN in Cost History.srt |
7 KB |
| Machine Learning with Javascript/13. Performance Optimization/21. Improving Model Accuracy.srt |
7 KB |
| Machine Learning with Javascript/13. Performance Optimization/17. Plotting Cost History.srt |
7 KB |
| Machine Learning with Javascript/13. Performance Optimization/13. Tidying the Training Loop.srt |
6 KB |
| Machine Learning with Javascript/13. Performance Optimization/8. Measuring Footprint Reduction.srt |
6 KB |
| Machine Learning with Javascript/13. Performance Optimization/12. Implementing TF Tidy.srt |
5 KB |
| Machine Learning with Javascript/13. Performance Optimization/7. Releasing References.srt |
5 KB |
| Machine Learning with Javascript/13. Performance Optimization/16. Final Memory Report.srt |
4 KB |
| Machine Learning with Javascript/13. Performance Optimization/11. Cleaning up Tensors with Tidy.srt |
4 KB |
| Machine Learning with Javascript/13. Performance Optimization/20. Massaging Learning Parameters.srt |
3 KB |
| Machine Learning with Javascript/13. Performance Optimization/9. Optimization Tensorflow Memory Usage.srt |
3 KB |
| Machine Learning with Javascript/13. Performance Optimization/14. Measuring Reduced Memory Usage.srt |
2 KB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/10. Splitting Test and Training.mp4 |
75.6 MB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/8. Extracting Data Columns.mp4 |
57.3 MB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/9. Shuffling Data via Seed Phrase.srt |
52.2 MB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/9. Shuffling Data via Seed Phrase.mp4 |
52.1 MB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/7. Custom Value Parsing.mp4 |
36.7 MB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/6. Parsing Number Values.mp4 |
31.4 MB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/4. Splitting into Columns.mp4 |
20.4 MB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/3. Reading Files from Disk.mp4 |
18.6 MB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/5. Dropping Trailing Columns.mp4 |
18.4 MB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/1. Loading CSV Files.mp4 |
15.9 MB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/4. Splitting into Columns.srt |
14 MB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/2. A Test Dataset.mp4 |
9.6 MB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/10. Splitting Test and Training.srt |
12 KB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/8. Extracting Data Columns.srt |
8 KB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/7. Custom Value Parsing.srt |
7 KB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/6. Parsing Number Values.srt |
5 KB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/3. Reading Files from Disk.srt |
4 KB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/5. Dropping Trailing Columns.srt |
4 KB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/1. Loading CSV Files.srt |
3 KB |
| Machine Learning with Javascript/14. Appendix Custom CSV Loader/2. A Test Dataset.srt |
3 KB |
| Machine Learning with Javascript/15. Extras/1. Bonus!.html |
2 KB |
| Machine Learning with Javascript/2. Algorithm Overview/13. Investigating Optimal K Values.mp4 |
129.1 MB |
| Machine Learning with Javascript/2. Algorithm Overview/12. Refactoring Accuracy Reporting.srt |
104.6 MB |
| Machine Learning with Javascript/2. Algorithm Overview/1. How K-Nearest Neighbor Works.mp4 |
93.3 MB |
| Machine Learning with Javascript/2. Algorithm Overview/22. Feature Selection with KNN.mp4 |
80.4 MB |
| Machine Learning with Javascript/2. Algorithm Overview/16. N-Dimension Distance.mp4 |
78.9 MB |
| Machine Learning with Javascript/2. Algorithm Overview/19. Feature Normalization.srt |
72.9 MB |
| Machine Learning with Javascript/2. Algorithm Overview/19. Feature Normalization.mp4 |
72.9 MB |
| Machine Learning with Javascript/2. Algorithm Overview/17. Arbitrary Feature Spaces.mp4 |
71.2 MB |
| Machine Learning with Javascript/2. Algorithm Overview/14. Updating KNN for Multiple Features.mp4 |
70.6 MB |
| Machine Learning with Javascript/2. Algorithm Overview/20. Normalization with MinMax.mp4 |
67 MB |
| Machine Learning with Javascript/2. Algorithm Overview/23. Objective Feature Picking.mp4 |
66 MB |
| Machine Learning with Javascript/2. Algorithm Overview/2. Lodash Review.mp4 |
64.9 MB |
| Machine Learning with Javascript/2. Algorithm Overview/18. Magnitude Offsets in Features.mp4 |
64.1 MB |
| Machine Learning with Javascript/2. Algorithm Overview/3. Implementing KNN.mp4 |
59.3 MB |
| Machine Learning with Javascript/2. Algorithm Overview/10. Gauging Accuracy.mp4 |
54 MB |
| Machine Learning with Javascript/2. Algorithm Overview/12. Refactoring Accuracy Reporting.mp4 |
52.3 MB |
| Machine Learning with Javascript/2. Algorithm Overview/4. Finishing KNN Implementation.mp4 |
50.3 MB |
| Machine Learning with Javascript/2. Algorithm Overview/21. Applying Normalization.mp4 |
45.3 MB |
| Machine Learning with Javascript/2. Algorithm Overview/7. Test and Training Data.mp4 |
45.2 MB |
| Machine Learning with Javascript/2. Algorithm Overview/5. Testing the Algorithm.mp4 |
45 MB |
| Machine Learning with Javascript/2. Algorithm Overview/15. Multi-Dimensional KNN.mp4 |
44.2 MB |
| Machine Learning with Javascript/2. Algorithm Overview/6. Interpreting Bad Results.mp4 |
40.7 MB |
| Machine Learning with Javascript/2. Algorithm Overview/9. Generalizing KNN.mp4 |
39 MB |
| Machine Learning with Javascript/2. Algorithm Overview/8. Randomizing Test Data.mp4 |
36 MB |
| Machine Learning with Javascript/2. Algorithm Overview/11. Printing a Report.mp4 |
33.3 MB |
| Machine Learning with Javascript/2. Algorithm Overview/24. Evaluating Different Feature Values.mp4 |
28 MB |
| Machine Learning with Javascript/2. Algorithm Overview/13. Investigating Optimal K Values.srt |
18 KB |
| Machine Learning with Javascript/2. Algorithm Overview/16. N-Dimension Distance.srt |
15 KB |
| Machine Learning with Javascript/2. Algorithm Overview/2. Lodash Review.srt |
15 KB |
| Machine Learning with Javascript/2. Algorithm Overview/17. Arbitrary Feature Spaces.srt |
13 KB |
| Machine Learning with Javascript/2. Algorithm Overview/1. How K-Nearest Neighbor Works.srt |
13 KB |
| Machine Learning with Javascript/2. Algorithm Overview/22. Feature Selection with KNN.srt |
13 KB |
| Machine Learning with Javascript/2. Algorithm Overview/3. Implementing KNN.srt |
11 KB |
| Machine Learning with Javascript/2. Algorithm Overview/20. Normalization with MinMax.srt |
10 KB |
| Machine Learning with Javascript/2. Algorithm Overview/14. Updating KNN for Multiple Features.srt |
10 KB |
| Machine Learning with Javascript/2. Algorithm Overview/23. Objective Feature Picking.srt |
9 KB |
| Machine Learning with Javascript/2. Algorithm Overview/4. Finishing KNN Implementation.srt |
9 KB |
| Machine Learning with Javascript/2. Algorithm Overview/18. Magnitude Offsets in Features.srt |
9 KB |
| Machine Learning with Javascript/2. Algorithm Overview/10. Gauging Accuracy.srt |
8 KB |
| Machine Learning with Javascript/2. Algorithm Overview/5. Testing the Algorithm.srt |
7 KB |
| Machine Learning with Javascript/2. Algorithm Overview/21. Applying Normalization.srt |
7 KB |
| Machine Learning with Javascript/2. Algorithm Overview/6. Interpreting Bad Results.srt |
6 KB |
| Machine Learning with Javascript/2. Algorithm Overview/15. Multi-Dimensional KNN.srt |
6 KB |
| Machine Learning with Javascript/2. Algorithm Overview/7. Test and Training Data.srt |
6 KB |
| Machine Learning with Javascript/2. Algorithm Overview/8. Randomizing Test Data.srt |
6 KB |
| Machine Learning with Javascript/2. Algorithm Overview/9. Generalizing KNN.srt |
6 KB |
| Machine Learning with Javascript/2. Algorithm Overview/11. Printing a Report.srt |
5 KB |
| Machine Learning with Javascript/2. Algorithm Overview/24. Evaluating Different Feature Values.srt |
4 KB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/3. Tensor Shape and Dimension.mp4 |
114.3 MB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/1. Let's Get Our Bearings.mp4 |
76.6 MB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/6. Broadcasting Operations.mp4 |
62.1 MB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/10. Creating Slices of Data.mp4 |
58.9 MB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/5. Elementwise Operations.mp4 |
58.4 MB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/13. Massaging Dimensions with ExpandDims.mp4 |
57 MB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/2. A Plan to Move Forward.mp4 |
48.6 MB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/11. Tensor Concatenation.mp4 |
44.1 MB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/12. Summing Values Along an Axis.mp4 |
41.4 MB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/9. Tensor Accessors.mp4 |
30.5 MB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/8. Logging Tensor Data.mp4 |
26 MB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/6. Broadcasting Operations.srt |
2 MB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/3. Tensor Shape and Dimension.srt |
19 KB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/13. Massaging Dimensions with ExpandDims.srt |
12 KB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/1. Let's Get Our Bearings.srt |
12 KB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/5. Elementwise Operations.srt |
12 KB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/10. Creating Slices of Data.srt |
12 KB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/9. Tensor Accessors.srt |
9 KB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/11. Tensor Concatenation.srt |
9 KB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/12. Summing Values Along an Axis.srt |
8 KB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/2. A Plan to Move Forward.srt |
8 KB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/8. Logging Tensor Data.srt |
6 KB |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/4. Tensor Dimension and Shapes.html |
143 B |
| Machine Learning with Javascript/3. Onwards to Tensorflow JS!/7. Broadcasting Elementwise Operations.html |
143 B |
| Machine Learning with Javascript/4. Applications of Tensorflow/11. Normalization or Standardization.mp4 |
93 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/8. Loading CSV Data.mp4 |
89.3 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/14. Debugging Calculations.mp4 |
86.7 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/3. KNN with Tensorflow.mp4 |
78.7 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/10. Reporting Error Percentages.mp4 |
64.5 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/5. Sorting Tensors.mp4 |
62.8 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/6. Averaging Top Values.mp4 |
58.1 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/4. Maintaining Order Relationships.mp4 |
57.8 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/1. KNN with Regression.mp4 |
55 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/12. Numerical Standardization with Tensorflow.mp4 |
53.1 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/9. Running an Analysis.mp4 |
52.5 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/15. What Now.mp4 |
42.3 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/13. Applying Standardization.mp4 |
41.5 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/2. A Change in Data Structure.srt |
41.4 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/2. A Change in Data Structure.mp4 |
41.3 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/7. Moving to the Editor.srt |
34.3 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/7. Moving to the Editor.mp4 |
34.3 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/6. Averaging Top Values.srt |
27.7 MB |
| Machine Learning with Javascript/4. Applications of Tensorflow/8. Loading CSV Data.srt |
15 KB |
| Machine Learning with Javascript/4. Applications of Tensorflow/3. KNN with Tensorflow.srt |
15 KB |
| Machine Learning with Javascript/4. Applications of Tensorflow/14. Debugging Calculations.srt |
13 KB |
| Machine Learning with Javascript/4. Applications of Tensorflow/5. Sorting Tensors.srt |
12 KB |
| Machine Learning with Javascript/4. Applications of Tensorflow/12. Numerical Standardization with Tensorflow.srt |
12 KB |
| Machine Learning with Javascript/4. Applications of Tensorflow/11. Normalization or Standardization.srt |
12 KB |
| Machine Learning with Javascript/4. Applications of Tensorflow/4. Maintaining Order Relationships.srt |
11 KB |
| Machine Learning with Javascript/4. Applications of Tensorflow/9. Running an Analysis.srt |
9 KB |
| Machine Learning with Javascript/4. Applications of Tensorflow/10. Reporting Error Percentages.srt |
9 KB |
| Machine Learning with Javascript/4. Applications of Tensorflow/1. KNN with Regression.srt |
8 KB |
| Machine Learning with Javascript/4. Applications of Tensorflow/15. What Now.srt |
6 KB |
| Machine Learning with Javascript/4. Applications of Tensorflow/13. Applying Standardization.srt |
6 KB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/9. Why a Learning Rate.mp4 |
187.3 MB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/3. Understanding Gradient Descent.mp4 |
126.8 MB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/12. Multiple Terms in Action.mp4 |
123.2 MB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/7. Gradient Descent in Action.mp4 |
115.4 MB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/4. Guessing Coefficients with MSE.mp4 |
93.5 MB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/6. Derivatives!.mp4 |
77.9 MB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/8. Quick Breather and Review.mp4 |
65.8 MB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/5. Observations Around MSE.mp4 |
56.1 MB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/2. Why Linear Regression.mp4 |
50.4 MB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/11. Gradient Descent with Multiple Terms.mp4 |
44.2 MB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/10. Answering Common Questions.mp4 |
40.9 MB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/1. Linear Regression.mp4 |
25.4 MB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/9. Why a Learning Rate.srt |
26 KB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/3. Understanding Gradient Descent.srt |
19 KB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/7. Gradient Descent in Action.srt |
18 KB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/12. Multiple Terms in Action.srt |
17 KB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/4. Guessing Coefficients with MSE.srt |
15 KB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/6. Derivatives!.srt |
11 KB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/5. Observations Around MSE.srt |
9 KB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/8. Quick Breather and Review.srt |
9 KB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/2. Why Linear Regression.srt |
8 KB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/11. Gradient Descent with Multiple Terms.srt |
7 KB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/10. Answering Common Questions.srt |
6 KB |
| Machine Learning with Javascript/5. Getting Started with Gradient Descent/1. Linear Regression.srt |
4 KB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/13. How it All Works Together!.mp4 |
143.8 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/8. Interpreting Results.mp4 |
101.7 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/12. Simplification with Matrix Multiplication.mp4 |
90.8 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/5. Initial Gradient Descent Implementation.mp4 |
87.9 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/9. Matrix Multiplication.srt |
67.5 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/9. Matrix Multiplication.mp4 |
67.5 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/6. Calculating MSE Slopes.mp4 |
67.1 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/10. More on Matrix Multiplication.mp4 |
63.2 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/3. Default Algorithm Options.mp4 |
62.7 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/11. Matrix Form of Slope Equations.mp4 |
59.6 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/1. Project Overview.mp4 |
57 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/2. Data Loading.srt |
43.5 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/2. Data Loading.mp4 |
43.5 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/7. Updating Coefficients.mp4 |
33.9 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/4. Formulating the Training Loop.srt |
27.7 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/4. Formulating the Training Loop.mp4 |
27.7 MB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/13. How it All Works Together!.srt |
21 KB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/8. Interpreting Results.srt |
15 KB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/12. Simplification with Matrix Multiplication.srt |
14 KB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/5. Initial Gradient Descent Implementation.srt |
14 KB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/3. Default Algorithm Options.srt |
13 KB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/6. Calculating MSE Slopes.srt |
10 KB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/11. Matrix Form of Slope Equations.srt |
10 KB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/10. More on Matrix Multiplication.srt |
9 KB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/1. Project Overview.srt |
9 KB |
| Machine Learning with Javascript/6. Gradient Descent with Tensorflow/7. Updating Coefficients.srt |
5 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/13. Moving Towards Multivariate Regression.mp4 |
121.4 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/2. Refactoring to One Equation.mp4 |
84.8 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/14. Refactoring for Multivariate Analysis.mp4 |
82.4 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/5. Calculating Model Accuracy.mp4 |
80.4 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/15. Learning Rate Optimization.mp4 |
76.7 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/6. Implementing Coefficient of Determination.mp4 |
75.8 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/1. Refactoring the Linear Regression Class.mp4 |
72.7 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/7. Dealing with Bad Accuracy.mp4 |
71.4 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/3. A Few More Changes.mp4 |
66.2 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/17. Updating Learning Rate.mp4 |
62.1 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/10. Reapplying Standardization.mp4 |
58 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/16. Recording MSE History.mp4 |
51.9 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/11. Fixing Standardization Issues.mp4 |
47.8 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/8. Reminder on Standardization.mp4 |
44.5 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/9. Data Processing in a Helper Method.mp4 |
37.2 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/12. Massaging Learning Rates.mp4 |
36.4 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/4. Same Results Or Not.mp4 |
33.8 MB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/13. Moving Towards Multivariate Regression.srt |
18 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/2. Refactoring to One Equation.srt |
14 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/5. Calculating Model Accuracy.srt |
13 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/15. Learning Rate Optimization.srt |
13 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/14. Refactoring for Multivariate Analysis.srt |
12 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/7. Dealing with Bad Accuracy.srt |
12 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/6. Implementing Coefficient of Determination.srt |
12 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/1. Refactoring the Linear Regression Class.srt |
12 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/3. A Few More Changes.srt |
10 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/17. Updating Learning Rate.srt |
10 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/11. Fixing Standardization Issues.srt |
9 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/10. Reapplying Standardization.srt |
9 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/16. Recording MSE History.srt |
8 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/8. Reminder on Standardization.srt |
7 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/9. Data Processing in a Helper Method.srt |
6 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/4. Same Results Or Not.srt |
5 KB |
| Machine Learning with Javascript/7. Increasing Performance with Vectorized Solutions/12. Massaging Learning Rates.srt |
5 KB |
| Machine Learning with Javascript/8. Plotting Data with Javascript/2. Plotting MSE Values.mp4 |
61.4 MB |
| Machine Learning with Javascript/8. Plotting Data with Javascript/3. Plotting MSE History against B Values.mp4 |
47.8 MB |
| Machine Learning with Javascript/8. Plotting Data with Javascript/1. Observing Changing Learning Rate and MSE.mp4 |
45.8 MB |
| Machine Learning with Javascript/8. Plotting Data with Javascript/2. Plotting MSE Values.srt |
8 KB |
| Machine Learning with Javascript/8. Plotting Data with Javascript/3. Plotting MSE History against B Values.srt |
7 KB |
| Machine Learning with Javascript/8. Plotting Data with Javascript/1. Observing Changing Learning Rate and MSE.srt |
7 KB |
| Machine Learning with Javascript/9. Gradient Descent Alterations/6. Making Predictions with the Model.srt |
79.5 MB |
| Machine Learning with Javascript/9. Gradient Descent Alterations/6. Making Predictions with the Model.mp4 |
79.5 MB |
| Machine Learning with Javascript/9. Gradient Descent Alterations/1. Batch and Stochastic Gradient Descent.mp4 |
77.2 MB |
| Machine Learning with Javascript/9. Gradient Descent Alterations/4. Iterating Over Batches.mp4 |
67.5 MB |
| Machine Learning with Javascript/9. Gradient Descent Alterations/5. Evaluating Batch Gradient Descent Results.mp4 |
66.2 MB |
| Machine Learning with Javascript/9. Gradient Descent Alterations/3. Determining Batch Size and Quantity.mp4 |
66.1 MB |
| Machine Learning with Javascript/9. Gradient Descent Alterations/2. Refactoring Towards Batch Gradient Descent.mp4 |
55.1 MB |
| Machine Learning with Javascript/9. Gradient Descent Alterations/4. Iterating Over Batches.srt |
12 KB |
| Machine Learning with Javascript/9. Gradient Descent Alterations/1. Batch and Stochastic Gradient Descent.srt |
11 KB |
| Machine Learning with Javascript/9. Gradient Descent Alterations/5. Evaluating Batch Gradient Descent Results.srt |
9 KB |
| Machine Learning with Javascript/9. Gradient Descent Alterations/3. Determining Batch Size and Quantity.srt |
9 KB |
| Machine Learning with Javascript/9. Gradient Descent Alterations/2. Refactoring Towards Batch Gradient Descent.srt |
8 KB |
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