Udemy - Data Science: Deep Learning in Python

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Udemy - Data Science: Deep Learning in Python

Torrent Contents Size: 1.4 GB

Udemy - Data Science: Deep Learning in Python
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1. Backpropagation Supplementary Lectures Introduction.mp4
MP4
1.7 MB
1. Backpropagation Supplementary Lectures Introduction.vtt
VTT
1.4 KB
1. Facial Expression Recognition Project Introduction.mp4
MP4
9.8 MB
1. Facial Expression Recognition Project Introduction.vtt
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6.1 KB
1. Introduction and Outline.mp4
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6.1 MB
1. Introduction and Outline.vtt
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6.2 KB
1. Neural Networks with No Math.mp4
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7.3 MB
1. Neural Networks with No Math.vtt
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6.5 KB
1. Practical Issues Section Introduction and Outline.mp4
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2.7 MB
1. Practical Issues Section Introduction and Outline.vtt
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2.3 KB
1. Prediction Section Introduction and Outline.mp4
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9 MB
1. Prediction Section Introduction and Outline.vtt
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7.7 KB
1. Review Section Introduction.mp4
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12.5 MB
1. Review Section Introduction.vtt
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2.6 KB
1. TensorFlow plug-and-play example.mp4
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15.9 MB
1. TensorFlow plug-and-play example.vtt
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7.3 KB
1. Training Section Introduction and Outline.mp4
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4.4 MB
1. Training Section Introduction and Outline.vtt
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4 KB
1. What is the Appendix.mp4
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5.5 MB
1. What is the Appendix.vtt
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3.4 KB
10. Building an entire feedforward neural network in Python.mp4
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13.9 MB
10. Building an entire feedforward neural network in Python.vtt
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5.1 KB
10. E-Commerce Course Project Training Logistic Regression with Softmax.mp4
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20.3 MB
10. E-Commerce Course Project Training Logistic Regression with Softmax.vtt
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6.5 KB
10. How to Uncompress a .tar.gz file.mp4
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5.4 MB
10. How to Uncompress a .tar.gz file.vtt
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3.9 KB
11. BONUS Where to get Udemy coupons and FREE deep learning material.mp4
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4 MB
11. BONUS Where to get Udemy coupons and FREE deep learning material.vtt
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3.3 KB
11. E-Commerce Course Project Pre-Processing the Data.mp4
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11.2 MB
11. E-Commerce Course Project Pre-Processing the Data.vtt
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5.3 KB
11. E-Commerce Course Project Training a Neural Network.mp4
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15.5 MB
11. E-Commerce Course Project Training a Neural Network.vtt
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4.7 KB
12. E-Commerce Course Project Making Predictions.mp4
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7.6 MB
12. E-Commerce Course Project Making Predictions.vtt
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3.5 KB
12. Python 2 vs Python 3.mp4
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7.8 MB
12. Python 2 vs Python 3.vtt
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5.9 KB
12. Training Quiz.mp4
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8.3 MB
12. Training Quiz.vtt
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6.6 KB
13. Prediction Quizzes.mp4
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5.1 MB
13. Prediction Quizzes.vtt
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4.2 KB
13. Training Section Summary.mp4
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4.1 MB
13. Training Section Summary.vtt
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3.7 KB
13. Where does this course fit into your deep learning studies (Old Version).mp4
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8.5 MB
13. Where does this course fit into your deep learning studies (Old Version).vtt
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7.4 KB
14. Prediction Section Summary.mp4
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2.8 MB
14. Prediction Section Summary.vtt
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2.6 KB
14. What order should I take your courses in (part 1).mp4
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29.3 MB
14. What order should I take your courses in (part 1).vtt
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15.2 KB
15. What order should I take your courses in (part 2).mp4
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37.6 MB
15. What order should I take your courses in (part 2).vtt
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22.3 KB
2. Donut and XOR Review.mp4
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1.8 MB
2. Donut and XOR Review.vtt
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1.5 KB
2. Facial Expression Recognition Problem Description.mp4
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21.4 MB
2. Facial Expression Recognition Problem Description.vtt
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15.7 KB
2. From Logistic Regression to Neural Networks.mp4
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8.6 MB
2. From Logistic Regression to Neural Networks.vtt
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6.9 KB
2. Introduction to the E-Commerce Course Project.mp4
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14.8 MB
2. Introduction to the E-Commerce Course Project.vtt
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13.2 KB
2. Visualizing what a neural network has learned using TensorFlow Playground.mp4
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43.3 MB
2. Visualizing what a neural network has learned using TensorFlow Playground.vtt
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9.3 KB
2. What do all these symbols and letters mean.mp4
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14.6 MB
2. What do all these symbols and letters mean.vtt
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13.4 KB
2. What does machine learning do.mp4
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25.6 MB
2. What does machine learning do.vtt
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7.2 KB
2. What's the difference between neural networks and deep learning.mp4
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14.8 MB
2. What's the difference between neural networks and deep learning.vtt
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9.7 KB
2. Where does this course fit into your deep learning studies.mp4
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54.1 MB
2. Where does this course fit into your deep learning studies.vtt
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14.3 KB
2. Why Learn the Ins and Outs of Backpropagation.mp4
MP4
15.6 MB
2. Why Learn the Ins and Outs of Backpropagation.vtt
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11.6 KB
3. Donut and XOR Revisited.mp4
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14 MB
3. Donut and XOR Revisited.vtt
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4.3 KB
3. Gradient Descent Tutorial.mp4
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22.8 MB
3. Gradient Descent Tutorial.vtt
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5.2 KB
3. Interpreting the Weights of a Neural Network.mp4
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12.5 MB
3. Interpreting the Weights of a Neural Network.vtt
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9.7 KB
3. Neuron Predictions.mp4
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24.5 MB
3. Neuron Predictions.vtt
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5.6 KB
3. The class imbalance problem.mp4
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10.1 MB
3. The class imbalance problem.vtt
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7.4 KB
3. What does it mean to train a neural network.mp4
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9.7 MB
3. What does it mean to train a neural network.vtt
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9 KB
3. Where to get the code.mp4
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23.4 MB
3. Where to get the code.vtt
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5.7 KB
3. Where to go from here.mp4
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6.1 MB
3. Where to go from here.vtt
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5.6 KB
3. Windows-Focused Environment Setup 2018.mp4
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186.4 MB
3. Windows-Focused Environment Setup 2018.vtt
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18.9 KB
4. Help with Softmax Derivative.mp4
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6.3 MB
4. Help with Softmax Derivative.vtt
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4.9 KB
4. How to Brace Yourself to Learn Backpropagation.mp4
MP4
37.3 MB
4. How to Brace Yourself to Learn Backpropagation.vtt
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9.3 KB
4. How to Succeed in this Course.mp4
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17.4 MB
4. How to Succeed in this Course.vtt
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3.7 KB
4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
MP4
43.9 MB
4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt
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14 KB
4. Neural Networks for Regression.mp4
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25.4 MB
4. Neural Networks for Regression.vtt
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12.3 KB
4. Neuron Training.mp4
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38.5 MB
4. Neuron Training.vtt
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10.9 KB
4. Softmax.mp4
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4.6 MB
4. Softmax.vtt
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3.9 KB
4. Utilities walkthrough.mp4
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13.5 MB
4. Utilities walkthrough.vtt
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5.4 KB
4. You know more than you think you know.mp4
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8.2 MB
4. You know more than you think you know.vtt
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6.9 KB
5. Backpropagation Intro.mp4
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19.1 MB
5. Backpropagation Intro.vtt
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7.8 KB
5. Backpropagation with Softmax Troubleshooting.mp4
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18.2 MB
5. Backpropagation with Softmax Troubleshooting.vtt
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15 KB
5. Common nonlinearities and their derivatives.mp4
MP4
2.4 MB
5. Common nonlinearities and their derivatives.vtt
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1.8 KB
5. Deep Learning Readiness Test.mp4
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8.6 MB
5. Deep Learning Readiness Test.vtt
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7.5 KB
5. Facial Expression Recognition in Code (Binary Sigmoid).mp4
MP4
25.2 MB
5. Facial Expression Recognition in Code (Binary Sigmoid).vtt
VTT
8.8 KB
5. How to Code by Yourself (part 1).mp4
MP4
24.5 MB
5. How to Code by Yourself (part 1).vtt
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21.3 KB
5. How to get good at deep learning + exercises.mp4
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9.5 MB
5. How to get good at deep learning + exercises.vtt
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7.5 KB
5. Sigmoid vs. Softmax.mp4
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2.4 MB
5. Sigmoid vs. Softmax.vtt
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1.8 KB
6. Backpropagation - what does the weight update depend on.mp4
MP4
10.1 MB
6. Backpropagation - what does the weight update depend on.vtt
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3.3 KB
6. Deep neural networks in just 3 lines of code with Sci-Kit Learn.mp4
MP4
14.1 MB
6. Deep neural networks in just 3 lines of code with Sci-Kit Learn.vtt
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11.6 KB
6. Facial Expression Recognition in Code (Logistic Regression Softmax).mp4
MP4
19.8 MB
6. Facial Expression Recognition in Code (Logistic Regression Softmax).vtt
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6.8 KB
6. Feedforward in Slow-Mo (part 1).mp4
MP4
30.3 MB
6. Feedforward in Slow-Mo (part 1).vtt
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26.5 KB
6. How to Code by Yourself (part 2).mp4
MP4
14.8 MB
6. How to Code by Yourself (part 2).vtt
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12.4 KB
6. Practical Considerations for Choosing Activation Functions.mp4
MP4
12.4 MB
6. Practical Considerations for Choosing Activation Functions.vtt
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10.1 KB
6. Review Section Summary.mp4
MP4
14 MB
6. Review Section Summary.vtt
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4.9 KB
7. Backpropagation - recursiveness.mp4
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11.2 MB
7. Backpropagation - recursiveness.vtt
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2.2 KB
7. Facial Expression Recognition in Code (ANN Softmax).mp4
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23.5 MB
7. Facial Expression Recognition in Code (ANN Softmax).vtt
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8.6 KB
7. Feedforward in Slow-Mo (part 2).mp4
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16.7 MB
7. Feedforward in Slow-Mo (part 2).vtt
VTT
14.3 KB
7. How to Succeed in this Course (Long Version).mp4
MP4
13 MB
7. How to Succeed in this Course (Long Version).vtt
VTT
13.7 KB
7. Hyperparameters and Cross-Validation.mp4
MP4
7 MB
7. Hyperparameters and Cross-Validation.vtt
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6.2 KB
8. Backpropagation in code.mp4
MP4
46.3 MB
8. Backpropagation in code.vtt
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13.2 KB
8. Facial Expression Recognition Project Summary.mp4
MP4
2.9 MB
8. Facial Expression Recognition Project Summary.vtt
VTT
1.6 KB
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
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39 MB
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt
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29.9 KB
8. Manually Choosing Learning Rate and Regularization Penalty.mp4
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7.8 MB
8. Manually Choosing Learning Rate and Regularization Penalty.vtt
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5.5 KB
8. Where to get the code for this course.mp4
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3 MB
8. Where to get the code for this course.vtt
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2 KB
9. Practical Issues Section Summary.mp4
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9.6 MB
9. Practical Issues Section Summary.vtt
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8.8 KB
9. Proof that using Jupyter Notebook is the same as not using it.mp4
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78.3 MB
9. Proof that using Jupyter Notebook is the same as not using it.vtt
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13.2 KB
9. Softmax in Code.mp4
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7.8 MB
9. Softmax in Code.vtt
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3.7 KB
9. The WRONG Way to Learn Backpropagation.mp4
MP4
6.8 MB
9. The WRONG Way to Learn Backpropagation.vtt
VTT
5.4 KB
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