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[Tutorialsplanet.NET] Udemy - Modern Deep Learning in Python
大小 3.71 GB
文件数 186
Info Hash: B989193FD26D74402C4BF794B1B53CF3AE1B3FFA
收录时间 2026-01-06 22:41:59
更新时间 2026-01-06 22:41:59
文件列表 (186)
1. Introduction and Outline/1. Introduction and Outline-en_US.srt
12.03 KB
1. Introduction and Outline/1. Introduction and Outline.mp4
51.79 MB
1. Introduction and Outline/2. External URLs.txt
75 B
1. Introduction and Outline/2. Where to get the Code-en_US.srt
7.1 KB
1. Introduction and Outline/2. Where to get the Code.mp4
16.59 MB
1. Introduction and Outline/3. How to Succeed in this Course-en_US.srt
7.94 KB
1. Introduction and Outline/3. How to Succeed in this Course.mp4
46.54 MB
10. Transition to the 2nd Half of the Course/1. Transition to the 2nd Half of the Course-en_US.srt
6.41 KB
10. Transition to the 2nd Half of the Course/1. Transition to the 2nd Half of the Course.mp4
13.03 MB
11. Project Facial Expression Recognition/1. Facial Expression Recognition Project Introduction-en_US.srt
6.41 KB
11. Project Facial Expression Recognition/1. Facial Expression Recognition Project Introduction.mp4
12.74 MB
11. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description-en_US.srt
14.8 KB
11. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.mp4
33.82 MB
11. Project Facial Expression Recognition/3. The class imbalance problem-en_US.srt
7.36 KB
11. Project Facial Expression Recognition/3. The class imbalance problem.mp4
15.71 MB
11. Project Facial Expression Recognition/4. Utilities walkthrough-en_US.srt
5.39 KB
11. Project Facial Expression Recognition/4. Utilities walkthrough.mp4
26.1 MB
11. Project Facial Expression Recognition/5. Class-Based ANN in Theano-en_US.srt
14.85 KB
11. Project Facial Expression Recognition/5. Class-Based ANN in Theano.mp4
96.19 MB
11. Project Facial Expression Recognition/6. Class-Based ANN in TensorFlow-en_US.srt
11.98 KB
11. Project Facial Expression Recognition/6. Class-Based ANN in TensorFlow.mp4
97.05 MB
11. Project Facial Expression Recognition/7. Facial Expression Recognition Project Summary-en_US.srt
1.69 KB
11. Project Facial Expression Recognition/7. Facial Expression Recognition Project Summary.mp4
3.76 MB
12. Modern Regularization Techniques/1. Modern Regularization Techniques Section Introduction-en_US.srt
2.87 KB
12. Modern Regularization Techniques/1. Modern Regularization Techniques Section Introduction.mp4
7.98 MB
12. Modern Regularization Techniques/2. Dropout Regularization-en_US.srt
14.12 KB
12. Modern Regularization Techniques/2. Dropout Regularization.mp4
48.75 MB
12. Modern Regularization Techniques/3. Dropout Intuition-en_US.srt
4.37 KB
12. Modern Regularization Techniques/3. Dropout Intuition.mp4
9.05 MB
12. Modern Regularization Techniques/4. Noise Injection-en_US.srt
6.75 KB
12. Modern Regularization Techniques/4. Noise Injection.mp4
14.61 MB
12. Modern Regularization Techniques/5. Modern Regularization Techniques Section Summary-en_US.srt
2.55 KB
12. Modern Regularization Techniques/5. Modern Regularization Techniques Section Summary.mp4
5.29 MB
13. Batch Normalization/1. Batch Normalization Introduction-en_US.srt
2.41 KB
13. Batch Normalization/1. Batch Normalization Introduction.mp4
3.5 MB
13. Batch Normalization/2. Exponentially-Smoothed Averages-en_US.srt
5.3 KB
13. Batch Normalization/2. Exponentially-Smoothed Averages.mp4
8.31 MB
13. Batch Normalization/3. Batch Normalization Theory-en_US.srt
13.46 KB
13. Batch Normalization/3. Batch Normalization Theory.mp4
53.83 MB
13. Batch Normalization/4. Batch Normalization Tensorflow (part 1)-en_US.srt
6.41 KB
13. Batch Normalization/4. Batch Normalization Tensorflow (part 1).mp4
11.35 MB
13. Batch Normalization/5. Batch Normalization Tensorflow (part 2)-en_US.srt
6.31 KB
13. Batch Normalization/5. Batch Normalization Tensorflow (part 2).mp4
66.5 MB
13. Batch Normalization/6. Batch Normalization Theano (part 1)-en_US.srt
5.21 KB
13. Batch Normalization/6. Batch Normalization Theano (part 1).mp4
10.14 MB
13. Batch Normalization/7. Batch Normalization Theano (part 2)-en_US.srt
7.69 KB
13. Batch Normalization/7. Batch Normalization Theano (part 2).mp4
76.28 MB
13. Batch Normalization/8. Noise Perspective-en_US.srt
2.34 KB
13. Batch Normalization/8. Noise Perspective.mp4
3.26 MB
13. Batch Normalization/9. Batch Normalization Summary-en_US.srt
2.03 KB
13. Batch Normalization/9. Batch Normalization Summary.mp4
2.98 MB
14. Keras/1. Keras Discussion-en_US.srt
8.83 KB
14. Keras/1. Keras Discussion.mp4
15.25 MB
14. Keras/2. Keras in Code-en_US.srt
7.16 KB
14. Keras/2. Keras in Code.mp4
49.19 MB
14. Keras/3. Keras Functional API-en_US.srt
5.03 KB
14. Keras/3. Keras Functional API.mp4
29.13 MB
14. Keras/4. How to easily convert Keras into Tensorflow 2.0 code-en_US.srt
1.9 KB
14. Keras/4. How to easily convert Keras into Tensorflow 2.0 code.mp4
6.23 MB
14. Keras/[Tutorialsplanet.NET].url
128 B
15. PyTorch/1. PyTorch Basics-en_US.srt
14.23 KB
15. PyTorch/1. PyTorch Basics.mp4
83.87 MB
15. PyTorch/2. PyTorch Dropout-en_US.srt
3.05 KB
15. PyTorch/2. PyTorch Dropout.mp4
35.79 MB
15. PyTorch/3. PyTorch Batch Norm-en_US.srt
2.9 KB
15. PyTorch/3. PyTorch Batch Norm.mp4
36.79 MB
16. PyTorch, CNTK, and MXNet/1. PyTorch, CNTK, and MXNet-en_US.srt
1.04 KB
16. PyTorch, CNTK, and MXNet/1. PyTorch, CNTK, and MXNet.mp4
1.8 MB
17. Deep Learning Review Topics/1. What's the difference between neural networks and deep learning-en_US.srt
9.84 KB
17. Deep Learning Review Topics/1. What's the difference between neural networks and deep learning.mp4
27.21 MB
17. Deep Learning Review Topics/2. Manually Choosing Learning Rate and Regularization Penalty-en_US.srt
5.32 KB
17. Deep Learning Review Topics/2. Manually Choosing Learning Rate and Regularization Penalty.mp4
10.34 MB
18. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018-en_US.srt
19.02 KB
18. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4
308.83 MB
18. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow-en_US.srt
13.65 KB
18. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
192.04 MB
19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1)-en_US.srt
21.69 KB
19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).mp4
93.6 MB
19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2)-en_US.srt
12.76 KB
19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2).mp4
29.27 MB
19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it-en_US.srt
13.5 KB
19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.mp4
108.46 MB
19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. How to Uncompress a .tar.gz file-en_US.srt
3.81 KB
19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. How to Uncompress a .tar.gz file.mp4
6.43 MB
19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/5. Python 2 vs Python 3-en_US.srt
5.84 KB
19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/5. Python 2 vs Python 3.mp4
10.4 MB
19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/[Tutorialsplanet.NET].url
128 B
2. Review/1. Review (pt 1) Neuron Predictions-en_US.srt
17.11 KB
2. Review/1. Review (pt 1) Neuron Predictions.mp4
40.45 MB
2. Review/2. Review (pt 2) Neuron Learning-en_US.srt
11.74 KB
2. Review/2. Review (pt 2) Neuron Learning.mp4
22.19 MB
2. Review/3. Review (pt 3) Artificial Neural Networks-en_US.srt
14.47 KB
2. Review/3. Review (pt 3) Artificial Neural Networks.mp4
34.07 MB
2. Review/4. Review Exercise Prompt-en_US.srt
7.29 KB
2. Review/4. Review Exercise Prompt.mp4
32.22 MB
2. Review/5. Review Code (pt 1)-en_US.srt
6.87 KB
2. Review/5. Review Code (pt 1).mp4
25.9 MB
2. Review/6. Review Code (pt 2)-en_US.srt
14.92 KB
2. Review/6. Review Code (pt 2).mp4
126.83 MB
2. Review/7. Review Summary-en_US.srt
1.3 KB
2. Review/7. Review Summary.mp4
4.34 MB
2. Review/[Tutorialsplanet.NET].url
128 B
20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version)-en_US.srt
14.16 KB
20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).mp4
24.94 MB
20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced-en_US.srt
30.7 KB
20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
60.19 MB
20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1)-en_US.srt
16.02 KB
20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4
134.9 MB
20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2)-en_US.srt
22.68 KB
20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4
136.4 MB
21. Appendix FAQ Finale/1. What is the Appendix-en_US.srt
3.66 KB
21. Appendix FAQ Finale/1. What is the Appendix.mp4
8.92 MB
21. Appendix FAQ Finale/2. BONUS Where to get discount coupons and FREE deep learning material-en_US.srt
7.54 KB
21. Appendix FAQ Finale/2. BONUS Where to get discount coupons and FREE deep learning material.mp4
37.81 MB
3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/1. Stochastic Gradient Descent and Mini-Batch Gradient Descent (Theory)-en_US.srt
20.46 KB
3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/1. Stochastic Gradient Descent and Mini-Batch Gradient Descent (Theory).mp4
57.64 MB
3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/2. SGD Exercise Prompt-en_US.srt
4.27 KB
3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/2. SGD Exercise Prompt.mp4
9.69 MB
3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/3. Stochastic Gradient Descent and Mini-Batch Gradient Descent (Code pt 1)-en_US.srt
13.35 KB
3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/3. Stochastic Gradient Descent and Mini-Batch Gradient Descent (Code pt 1).mp4
51.97 MB
3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/4. Stochastic Gradient Descent and Mini-Batch Gradient Descent (Code pt 2)-en_US.srt
14.27 KB
3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/4. Stochastic Gradient Descent and Mini-Batch Gradient Descent (Code pt 2).mp4
110.55 MB
4. Momentum and adaptive learning rates/1. Using Momentum to Speed Up Training-en_US.srt
7.54 KB
4. Momentum and adaptive learning rates/1. Using Momentum to Speed Up Training.mp4
25.6 MB
4. Momentum and adaptive learning rates/2. Nesterov Momentum-en_US.srt
7.16 KB
4. Momentum and adaptive learning rates/2. Nesterov Momentum.mp4
12.85 MB
4. Momentum and adaptive learning rates/3. Momentum in Code-en_US.srt
6.13 KB
4. Momentum and adaptive learning rates/3. Momentum in Code.mp4
38.15 MB
4. Momentum and adaptive learning rates/4. Variable and adaptive learning rates-en_US.srt
14.6 KB
4. Momentum and adaptive learning rates/4. Variable and adaptive learning rates.mp4
23.49 MB
4. Momentum and adaptive learning rates/5. Constant learning rate vs. RMSProp in Code-en_US.srt
3.9 KB
4. Momentum and adaptive learning rates/5. Constant learning rate vs. RMSProp in Code.mp4
24.22 MB
4. Momentum and adaptive learning rates/6. Adam Optimization (pt 1)-en_US.srt
16.05 KB
4. Momentum and adaptive learning rates/6. Adam Optimization (pt 1).mp4
55.16 MB
4. Momentum and adaptive learning rates/7. Adam Optimization (pt 2)-en_US.srt
13.94 KB
4. Momentum and adaptive learning rates/7. Adam Optimization (pt 2).mp4
52.76 MB
4. Momentum and adaptive learning rates/8. Adam in Code-en_US.srt
6.41 KB
4. Momentum and adaptive learning rates/8. Adam in Code.mp4
30.48 MB
4. Momentum and adaptive learning rates/9. Suggestion Box-en_US.srt
4.5 KB
4. Momentum and adaptive learning rates/9. Suggestion Box.mp4
19.35 MB
5. Choosing Hyperparameters/1. Hyperparameter Optimization Cross-validation, Grid Search, and Random Search-en_US.srt
4.57 KB
5. Choosing Hyperparameters/1. Hyperparameter Optimization Cross-validation, Grid Search, and Random Search.mp4
7.92 MB
5. Choosing Hyperparameters/2. Sampling Logarithmically-en_US.srt
3.85 KB
5. Choosing Hyperparameters/2. Sampling Logarithmically.mp4
5.2 MB
5. Choosing Hyperparameters/3. Grid Search in Code-en_US.srt
8.85 KB
5. Choosing Hyperparameters/3. Grid Search in Code.mp4
68.46 MB
5. Choosing Hyperparameters/4. Modifying Grid Search-en_US.srt
1.81 KB
5. Choosing Hyperparameters/4. Modifying Grid Search.mp4
2.4 MB
5. Choosing Hyperparameters/5. Random Search in Code-en_US.srt
4.51 KB
5. Choosing Hyperparameters/5. Random Search in Code.mp4
39.04 MB
6. Weight Initialization/1. Weight Initialization Section Introduction-en_US.srt
1.16 KB
6. Weight Initialization/1. Weight Initialization Section Introduction.mp4
1.7 MB
6. Weight Initialization/2. Vanishing and Exploding Gradients-en_US.srt
7.84 KB
6. Weight Initialization/2. Vanishing and Exploding Gradients.mp4
13.46 MB
6. Weight Initialization/3. Weight Initialization-en_US.srt
10.14 KB
6. Weight Initialization/3. Weight Initialization.mp4
15.04 MB
6. Weight Initialization/4. Local vs. Global Minima-en_US.srt
3.4 KB
6. Weight Initialization/4. Local vs. Global Minima.mp4
8.33 MB
6. Weight Initialization/5. Weight Initialization Section Summary-en_US.srt
2.03 KB
6. Weight Initialization/5. Weight Initialization Section Summary.mp4
3.45 MB
7. Theano/1. Theano Basics Variables, Functions, Expressions, Optimization-en_US.srt
7.01 KB
7. Theano/1. Theano Basics Variables, Functions, Expressions, Optimization.mp4
65.34 MB
7. Theano/2. Building a neural network in Theano-en_US.srt
3.71 KB
7. Theano/2. Building a neural network in Theano.mp4
49.89 MB
7. Theano/3. Is Theano Dead-en_US.srt
12.7 KB
7. Theano/3. Is Theano Dead.mp4
23.07 MB
7. Theano/[Tutorialsplanet.NET].url
128 B
8. TensorFlow/1. TensorFlow Basics Variables, Functions, Expressions, Optimization-en_US.srt
5.71 KB
8. TensorFlow/1. TensorFlow Basics Variables, Functions, Expressions, Optimization.mp4
39.15 MB
8. TensorFlow/2. Building a neural network in TensorFlow-en_US.srt
5.72 KB
8. TensorFlow/2. Building a neural network in TensorFlow.mp4
43.44 MB
8. TensorFlow/3. What is a Session (And more)-en_US.srt
17.83 KB
8. TensorFlow/3. What is a Session (And more).mp4
31.11 MB
9. GPU Speedup, Homework, and Other Misc Topics/1. Setting up a GPU Instance on Amazon Web Services-en_US.srt
4.34 KB
9. GPU Speedup, Homework, and Other Misc Topics/1. Setting up a GPU Instance on Amazon Web Services.mp4
101.93 MB
9. GPU Speedup, Homework, and Other Misc Topics/2. Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer-en_US.srt
31.06 KB
9. GPU Speedup, Homework, and Other Misc Topics/2. Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.mp4
236.27 MB
9. GPU Speedup, Homework, and Other Misc Topics/3. Can Big Data be used to Speed Up Backpropagation-en_US.srt
4.1 KB
9. GPU Speedup, Homework, and Other Misc Topics/3. Can Big Data be used to Speed Up Backpropagation.mp4
9.42 MB
9. GPU Speedup, Homework, and Other Misc Topics/4. Exercises and Concepts Still to be Covered-en_US.srt
2.71 KB
9. GPU Speedup, Homework, and Other Misc Topics/4. Exercises and Concepts Still to be Covered.mp4
8.75 MB
9. GPU Speedup, Homework, and Other Misc Topics/5. How to Improve your Theano and Tensorflow Skills-en_US.srt
5.86 KB
9. GPU Speedup, Homework, and Other Misc Topics/5. How to Improve your Theano and Tensorflow Skills.mp4
31.94 MB
9. GPU Speedup, Homework, and Other Misc Topics/6. Theano vs. TensorFlow-en_US.srt
8.2 KB
9. GPU Speedup, Homework, and Other Misc Topics/6. Theano vs. TensorFlow.mp4
16.39 MB
[Tutorialsplanet.NET].url
128 B
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