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[FreeCourseLab.com] Udemy - Zero to Deep Learning™ with Python and Keras
magnet:?xt=urn:btih:5737267f67f7a4f8d1fef878d051f8fa9db957b2&dn=[FreeCourseLab.com] Udemy - Zero to Deep Learning™ with Python and Keras
磁力链接详情
Hash值:
5737267f67f7a4f8d1fef878d051f8fa9db957b2
点击数:
106
文件大小:
1.86 GB
文件数量:
142
创建日期:
2019-9-17 10:31
最后访问:
2024-6-25 13:01
访问标签:
FreeCourseLab
com
Udemy
-
Zero
to
Deep
Learning™
with
Python
and
Keras
文件列表详情
1. Welcome to the course!/1. Welcome to the course!.mp4 27.38 MB
1. Welcome to the course!/2. Introduction.mp4 33.87 MB
1. Welcome to the course!/3. Real world applications of deep learning.mp4 23.61 MB
1. Welcome to the course!/4. Download and install Anaconda.mp4 25.6 MB
1. Welcome to the course!/5. Installation Video Guide.mp4 61.14 MB
1. Welcome to the course!/7. Course Folder Walkthrough.mp4 19.24 MB
1. Welcome to the course!/8. Your first deep learning model.mp4 32.9 MB
2. Data/1. Section 2 Intro.mp4 22.25 MB
2. Data/10. Exercise 1 Solution.mp4 9.42 MB
2. Data/11. Exercise 2 Presentation.mp4 1.92 MB
2. Data/12. Exercise 2 Solution.mp4 13.52 MB
2. Data/13. Exercise 3 Presentation.mp4 1.74 MB
2. Data/14. Exercise 3 Solution.mp4 7.15 MB
2. Data/15. Exercise 4 Presentation.mp4 1.51 MB
2. Data/16. Exercise 4 Solution.mp4 4.2 MB
2. Data/17. Exercise 5 Presentation.mp4 2.12 MB
2. Data/18. Exercise 5 Solution.mp4 7.81 MB
2. Data/2. Tabular data.mp4 11.74 MB
2. Data/3. Data exploration with Pandas code along.mp4 30.94 MB
2. Data/4. Visual data Exploration.mp4 9.15 MB
2. Data/5. Plotting with Matplotlib.mp4 32.85 MB
2. Data/6. Unstructured Data.mp4 11.33 MB
2. Data/7. Images and Sound in Jupyter.mp4 14.02 MB
2. Data/8. Feature Engineering.mp4 5.82 MB
2. Data/9. Exercise 1 Presentation.mp4 3.25 MB
3. Machine Learning/1. Section 3 Intro.mp4 38.97 MB
3. Machine Learning/10. Evaluating Performance code along.mp4 10.35 MB
3. Machine Learning/11. Classification.mp4 14.2 MB
3. Machine Learning/12. Classification code along.mp4 22.87 MB
3. Machine Learning/13. Overfitting.mp4 9.39 MB
3. Machine Learning/14. Cross Validation.mp4 12.38 MB
3. Machine Learning/15. Cross Validation code along.mp4 9.71 MB
3. Machine Learning/16. Confusion matrix.mp4 11.28 MB
3. Machine Learning/17. Confusion Matrix code along.mp4 8.65 MB
3. Machine Learning/18. Feature Preprocessing code along.mp4 16.01 MB
3. Machine Learning/19. Exercise 1 Presentation.mp4 6.45 MB
3. Machine Learning/2. Machine Learning Problems.mp4 9.31 MB
3. Machine Learning/20. Exercise 1 solution.mp4 37.31 MB
3. Machine Learning/21. Exercise 2 Presentation.mp4 7.4 MB
3. Machine Learning/22. Exercise 2 solution.mp4 43.21 MB
3. Machine Learning/3. Supervised Learning.mp4 10.42 MB
3. Machine Learning/4. Linear Regression.mp4 9.77 MB
3. Machine Learning/5. Cost Function.mp4 6.01 MB
3. Machine Learning/6. Cost Function code along.mp4 17.9 MB
3. Machine Learning/7. Finding the best model.mp4 5.1 MB
3. Machine Learning/8. Linear Regression code along.mp4 39.87 MB
3. Machine Learning/9. Evaluating Performance.mp4 9.04 MB
4. Deep Learning Intro/1. Section 4 Intro.mp4 30.93 MB
4. Deep Learning Intro/10. Exercise 1 Presentation.mp4 4.75 MB
4. Deep Learning Intro/11. Exercise 1 Solution.mp4 24.77 MB
4. Deep Learning Intro/12. Exercise 2 Presentation.mp4 3.03 MB
4. Deep Learning Intro/13. Exercise 2 Solution.mp4 25.2 MB
4. Deep Learning Intro/14. Exercise 3 Presentation.mp4 2.82 MB
4. Deep Learning Intro/15. Exercise 3 Solution.mp4 20.61 MB
4. Deep Learning Intro/16. Exercise 4 Presentation.mp4 1.93 MB
4. Deep Learning Intro/17. Exercise 4 Solution.mp4 13.6 MB
4. Deep Learning Intro/2. Deep Learning successes.mp4 10.15 MB
4. Deep Learning Intro/3. Neural Networks.mp4 9.91 MB
4. Deep Learning Intro/4. Deeper Networks.mp4 8.47 MB
4. Deep Learning Intro/5. Neural Networks code along.mp4 21.11 MB
4. Deep Learning Intro/6. Multiple Outputs.mp4 10.32 MB
4. Deep Learning Intro/7. Multiclass classification code along.mp4 33.94 MB
4. Deep Learning Intro/8. Activation Functions.mp4 8.51 MB
4. Deep Learning Intro/9. Feed forward.mp4 9.98 MB
5. Gradient Descent/1. Section 5 Intro.mp4 30.76 MB
5. Gradient Descent/10. Learning Rate code along.mp4 33.17 MB
5. Gradient Descent/11. Gradient Descent.mp4 6.42 MB
5. Gradient Descent/12. Gradient Descent code along.mp4 13.2 MB
5. Gradient Descent/13. EWMA.mp4 7.37 MB
5. Gradient Descent/14. Optimizers.mp4 9.18 MB
5. Gradient Descent/15. Optimizers code along.mp4 10.69 MB
5. Gradient Descent/16. Initialization code along.mp4 13.36 MB
5. Gradient Descent/17. Inner Layers Visualization code along.mp4 32.28 MB
5. Gradient Descent/18. Exercise 1 Presentation.mp4 3.52 MB
5. Gradient Descent/19. Exercise 1 Solution.mp4 17.85 MB
5. Gradient Descent/2. Derivatives and Gradient.mp4 10.47 MB
5. Gradient Descent/20. Exercise 2 Presentation.mp4 2.44 MB
5. Gradient Descent/21. Exercise 2 Solution.mp4 11.01 MB
5. Gradient Descent/22. Exercise 3 Presentation.mp4 2.95 MB
5. Gradient Descent/23. Exercise 3 Solution.mp4 12.56 MB
5. Gradient Descent/24. Exercise 4 Presentation.mp4 3.69 MB
5. Gradient Descent/25. Exercise 4 Solution.mp4 11.16 MB
5. Gradient Descent/26. Tensorboard.mp4 8.29 MB
5. Gradient Descent/3. Backpropagation intuition.mp4 7.21 MB
5. Gradient Descent/4. Chain Rule.mp4 12.46 MB
5. Gradient Descent/5. Derivative Calculation.mp4 7.2 MB
5. Gradient Descent/6. Fully Connected Backpropagation.mp4 12.5 MB
5. Gradient Descent/7. Matrix Notation.mp4 8.56 MB
5. Gradient Descent/8. Numpy Arrays code along.mp4 19.43 MB
5. Gradient Descent/9. Learning Rate.mp4 3.68 MB
6. Convolutional Neural Networks/1. Section 6 Intro.mp4 35.44 MB
6. Convolutional Neural Networks/10. Convolution in 2 D.mp4 6.67 MB
6. Convolutional Neural Networks/11. Image Filters code along.mp4 6.41 MB
6. Convolutional Neural Networks/12. Convolutional Layers.mp4 12.32 MB
6. Convolutional Neural Networks/13. Convolutional Layers code along.mp4 14.41 MB
6. Convolutional Neural Networks/14. Pooling Layers.mp4 3.06 MB
6. Convolutional Neural Networks/15. Pooling Layers code along.mp4 5.27 MB
6. Convolutional Neural Networks/16. Convolutional Neural Networks.mp4 4.51 MB
6. Convolutional Neural Networks/17. Convolutional Neural Networks code along.mp4 13.97 MB
6. Convolutional Neural Networks/18. Weights in CNNs.mp4 5.23 MB
6. Convolutional Neural Networks/19. Beyond Images.mp4 5.27 MB
6. Convolutional Neural Networks/2. Features from Pixels.mp4 7.96 MB
6. Convolutional Neural Networks/20. Exercise 1 Presentation.mp4 17.26 MB
6. Convolutional Neural Networks/21. Exercise 1 Solution.mp4 12.87 MB
6. Convolutional Neural Networks/22. Exercise 2 Presentation.mp4 23.7 MB
6. Convolutional Neural Networks/23. Exercise 2 Solution.mp4 10.72 MB
6. Convolutional Neural Networks/3. MNIST Classification.mp4 3.94 MB
6. Convolutional Neural Networks/4. MNIST Classification code along.mp4 19.63 MB
6. Convolutional Neural Networks/5. Beyond Pixels.mp4 7.34 MB
6. Convolutional Neural Networks/6. Images as Tensors.mp4 10.4 MB
6. Convolutional Neural Networks/7. Tensor Math code along.mp4 17.19 MB
6. Convolutional Neural Networks/8. Convolution in 1 D.mp4 6.63 MB
6. Convolutional Neural Networks/9. Convolution in 1 D code along.mp4 5.14 MB
8. Recurrent Neural Networks/1. Section 8 Intro.mp4 24.47 MB
8. Recurrent Neural Networks/10. Exercise 1 Presentation.mp4 10.66 MB
8. Recurrent Neural Networks/11. Exercise 1 Solution.mp4 7.95 MB
8. Recurrent Neural Networks/12. Exercise 2 Presentation.mp4 8.22 MB
8. Recurrent Neural Networks/2. Time Series.mp4 10.43 MB
8. Recurrent Neural Networks/3. Sequence problems.mp4 8.76 MB
8. Recurrent Neural Networks/4. Vanilla RNN.mp4 5.64 MB
8. Recurrent Neural Networks/5. LSTM and GRU.mp4 11.47 MB
8. Recurrent Neural Networks/6. Time Series Forecasting code along.mp4 16.13 MB
8. Recurrent Neural Networks/7. Time Series Forecasting with LSTM code along.mp4 9.45 MB
8. Recurrent Neural Networks/8. Rolling Windows.mp4 5.08 MB
8. Recurrent Neural Networks/9. Rolling Windows code along.mp4 21.13 MB
9. Improving performance/1. Section 9 Intro.mp4 19.19 MB
9. Improving performance/10. Image Generator code along.mp4 15.32 MB
9. Improving performance/11. Hyperparameter search.mp4 7.15 MB
9. Improving performance/12. Embeddings.mp4 6.55 MB
9. Improving performance/13. Embeddings code along.mp4 5.73 MB
9. Improving performance/14. Movies Reviews Sentiment Analysis code along.mp4 26.73 MB
9. Improving performance/15. Exercise 1 Presentation.mp4 7.64 MB
9. Improving performance/17. Exercise 2 Presentation.mp4 5.5 MB
9. Improving performance/19. Exercise 3 Presentation.mp4 23.87 MB
9. Improving performance/2. Learning curves.mp4 5.46 MB
9. Improving performance/3. Learning curves code along.mp4 18.94 MB
9. Improving performance/4. Batch Normalization.mp4 3.83 MB
9. Improving performance/5. Batch Normalization code along.mp4 15.01 MB
9. Improving performance/6. Dropout.mp4 5.96 MB
9. Improving performance/7. Dropout and Regularization code along.mp4 6.29 MB
9. Improving performance/8. Data Augmentation.mp4 6.08 MB
9. Improving performance/9. Continuous Learning.mp4 4.84 MB
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