[FreeCourseLab.com] Udemy - Zero to Deep Learning™ with Python and Keras

1. Welcome to the course!/1. Welcome to the course!.mp4

27.38 MB

1. Welcome to the course!/1. Welcome to the course!.vtt

1.61 KB

1. Welcome to the course!/2. Introduction.mp4

33.87 MB

1. Welcome to the course!/2. Introduction.vtt

1.9 KB

1. Welcome to the course!/3. Real world applications of deep learning.mp4

23.61 MB

1. Welcome to the course!/3. Real world applications of deep learning.vtt

9.56 KB

1. Welcome to the course!/4. Download and install Anaconda.mp4

25.6 MB

1. Welcome to the course!/4. Download and install Anaconda.vtt

2.61 KB

1. Welcome to the course!/5. Installation Video Guide.mp4

61.14 MB

1. Welcome to the course!/5. Installation Video Guide.vtt

5.93 KB

1. Welcome to the course!/5.1 Link to Github notebooks.html

120 B

1. Welcome to the course!/5.2 Link to Tensorflow install docs.html

96 B

1. Welcome to the course!/6. Obtain the code for the course.html

1 KB

1. Welcome to the course!/7. Course Folder Walkthrough.mp4

19.24 MB

1. Welcome to the course!/7. Course Folder Walkthrough.vtt

19.25 MB

1. Welcome to the course!/8. Your first deep learning model.mp4

32.9 MB

1. Welcome to the course!/8. Your first deep learning model.vtt

9.15 KB

2. Data/1. Section 2 Intro.mp4

22.25 MB

2. Data/1. Section 2 Intro.vtt

1.02 KB

2. Data/10. Exercise 1 Solution.mp4

9.42 MB

2. Data/10. Exercise 1 Solution.vtt

3.13 KB

2. Data/11. Exercise 2 Presentation.mp4

1.92 MB

2. Data/11. Exercise 2 Presentation.vtt

1.08 KB

2. Data/12. Exercise 2 Solution.mp4

13.52 MB

2. Data/12. Exercise 2 Solution.vtt

3.59 KB

2. Data/13. Exercise 3 Presentation.mp4

1.74 MB

2. Data/13. Exercise 3 Presentation.vtt

893 B

2. Data/14. Exercise 3 Solution.mp4

7.15 MB

2. Data/14. Exercise 3 Solution.vtt

1.64 KB

2. Data/15. Exercise 4 Presentation.mp4

1.51 MB

2. Data/15. Exercise 4 Presentation.vtt

784 B

2. Data/16. Exercise 4 Solution.mp4

4.2 MB

2. Data/16. Exercise 4 Solution.vtt

1.31 KB

2. Data/17. Exercise 5 Presentation.mp4

2.12 MB

2. Data/17. Exercise 5 Presentation.vtt

1.15 KB

2. Data/18. Exercise 5 Solution.mp4

7.81 MB

2. Data/18. Exercise 5 Solution.vtt

1.32 KB

2. Data/2. Tabular data.mp4

11.74 MB

2. Data/2. Tabular data.vtt

6.25 KB

2. Data/3. Data exploration with Pandas code along.mp4

30.94 MB

2. Data/3. Data exploration with Pandas code along.vtt

10 KB

2. Data/4. Visual data Exploration.mp4

9.15 MB

2. Data/4. Visual data Exploration.vtt

5.05 KB

2. Data/5. Plotting with Matplotlib.mp4

32.85 MB

2. Data/5. Plotting with Matplotlib.vtt

111 B

2. Data/6. Unstructured Data.mp4

11.33 MB

2. Data/6. Unstructured Data.vtt

5.17 KB

2. Data/7. Images and Sound in Jupyter.mp4

14.02 MB

2. Data/7. Images and Sound in Jupyter.vtt

4.2 KB

2. Data/8. Feature Engineering.mp4

5.82 MB

2. Data/8. Feature Engineering.vtt

2.6 KB

2. Data/9. Exercise 1 Presentation.mp4

3.25 MB

2. Data/9. Exercise 1 Presentation.vtt

1.78 KB

3. Machine Learning/1. Section 3 Intro.mp4

38.97 MB

3. Machine Learning/1. Section 3 Intro.vtt

1.98 KB

3. Machine Learning/10. Evaluating Performance code along.mp4

10.35 MB

3. Machine Learning/10. Evaluating Performance code along.vtt

4.31 KB

3. Machine Learning/11. Classification.mp4

14.2 MB

3. Machine Learning/11. Classification.vtt

7.56 KB

3. Machine Learning/12. Classification code along.mp4

22.87 MB

3. Machine Learning/12. Classification code along.vtt

7.28 KB

3. Machine Learning/13. Overfitting.mp4

9.39 MB

3. Machine Learning/13. Overfitting.vtt

5.28 KB

3. Machine Learning/14. Cross Validation.mp4

12.38 MB

3. Machine Learning/14. Cross Validation.vtt

6.65 KB

3. Machine Learning/15. Cross Validation code along.mp4

9.71 MB

3. Machine Learning/15. Cross Validation code along.vtt

3.86 KB

3. Machine Learning/16. Confusion matrix.mp4

11.28 MB

3. Machine Learning/16. Confusion matrix.vtt

6.07 KB

3. Machine Learning/17. Confusion Matrix code along.mp4

8.65 MB

3. Machine Learning/17. Confusion Matrix code along.vtt

3.27 KB

3. Machine Learning/18. Feature Preprocessing code along.mp4

16.01 MB

3. Machine Learning/18. Feature Preprocessing code along.vtt

4.97 KB

3. Machine Learning/19. Exercise 1 Presentation.mp4

6.45 MB

3. Machine Learning/19. Exercise 1 Presentation.vtt

2.72 KB

3. Machine Learning/2. Machine Learning Problems.mp4

9.31 MB

3. Machine Learning/2. Machine Learning Problems.vtt

3.42 KB

3. Machine Learning/20. Exercise 1 solution.mp4

37.31 MB

3. Machine Learning/20. Exercise 1 solution.vtt

11.46 KB

3. Machine Learning/21. Exercise 2 Presentation.mp4

7.4 MB

3. Machine Learning/21. Exercise 2 Presentation.vtt

2.77 KB

3. Machine Learning/22. Exercise 2 solution.mp4

43.21 MB

3. Machine Learning/22. Exercise 2 solution.vtt

11.3 KB

3. Machine Learning/3. Supervised Learning.mp4

10.42 MB

3. Machine Learning/3. Supervised Learning.vtt

4.86 KB

3. Machine Learning/4. Linear Regression.mp4

9.77 MB

3. Machine Learning/4. Linear Regression.vtt

4.6 KB

3. Machine Learning/5. Cost Function.mp4

6.01 MB

3. Machine Learning/5. Cost Function.vtt

3.2 KB

3. Machine Learning/6. Cost Function code along.mp4

17.9 MB

3. Machine Learning/6. Cost Function code along.vtt

5.91 KB

3. Machine Learning/7. Finding the best model.mp4

5.1 MB

3. Machine Learning/7. Finding the best model.vtt

2.66 KB

3. Machine Learning/8. Linear Regression code along.mp4

39.87 MB

3. Machine Learning/8. Linear Regression code along.vtt

10.07 KB

3. Machine Learning/9. Evaluating Performance.mp4

9.04 MB

3. Machine Learning/9. Evaluating Performance.vtt

5.26 KB

4. Deep Learning Intro/1. Section 4 Intro.mp4

30.93 MB

4. Deep Learning Intro/1. Section 4 Intro.vtt

1.51 KB

4. Deep Learning Intro/10. Exercise 1 Presentation.mp4

4.75 MB

4. Deep Learning Intro/10. Exercise 1 Presentation.vtt

1.6 KB

4. Deep Learning Intro/11. Exercise 1 Solution.mp4

24.77 MB

4. Deep Learning Intro/11. Exercise 1 Solution.vtt

6.6 KB

4. Deep Learning Intro/12. Exercise 2 Presentation.mp4

3.03 MB

4. Deep Learning Intro/12. Exercise 2 Presentation.vtt

1.4 KB

4. Deep Learning Intro/13. Exercise 2 Solution.mp4

25.2 MB

4. Deep Learning Intro/13. Exercise 2 Solution.vtt

6.96 KB

4. Deep Learning Intro/14. Exercise 3 Presentation.mp4

2.82 MB

4. Deep Learning Intro/14. Exercise 3 Presentation.vtt

1.44 KB

4. Deep Learning Intro/15. Exercise 3 Solution.mp4

20.61 MB

4. Deep Learning Intro/15. Exercise 3 Solution.vtt

2.97 KB

4. Deep Learning Intro/16. Exercise 4 Presentation.mp4

1.93 MB

4. Deep Learning Intro/16. Exercise 4 Presentation.vtt

1.06 KB

4. Deep Learning Intro/17. Exercise 4 Solution.mp4

13.6 MB

4. Deep Learning Intro/17. Exercise 4 Solution.vtt

5.23 KB

4. Deep Learning Intro/2. Deep Learning successes.mp4

10.15 MB

4. Deep Learning Intro/2. Deep Learning successes.vtt

4.61 KB

4. Deep Learning Intro/3. Neural Networks.mp4

9.91 MB

4. Deep Learning Intro/3. Neural Networks.vtt

4.88 KB

4. Deep Learning Intro/4. Deeper Networks.mp4

8.47 MB

4. Deep Learning Intro/4. Deeper Networks.vtt

3.51 KB

4. Deep Learning Intro/5. Neural Networks code along.mp4

21.11 MB

4. Deep Learning Intro/5. Neural Networks code along.vtt

6.2 KB

4. Deep Learning Intro/6. Multiple Outputs.mp4

10.32 MB

4. Deep Learning Intro/6. Multiple Outputs.vtt

6.47 MB

4. Deep Learning Intro/7. Multiclass classification code along.mp4

33.94 MB

4. Deep Learning Intro/7. Multiclass classification code along.vtt

8.41 KB

4. Deep Learning Intro/8. Activation Functions.mp4

8.51 MB

4. Deep Learning Intro/8. Activation Functions.vtt

4.34 KB

4. Deep Learning Intro/9. Feed forward.mp4

9.98 MB

4. Deep Learning Intro/9. Feed forward.vtt

4.82 KB

5. Gradient Descent/1. Section 5 Intro.mp4

30.76 MB

5. Gradient Descent/1. Section 5 Intro.vtt

1.54 KB

5. Gradient Descent/10. Learning Rate code along.mp4

33.17 MB

5. Gradient Descent/10. Learning Rate code along.vtt

7.84 KB

5. Gradient Descent/11. Gradient Descent.mp4

6.42 MB

5. Gradient Descent/11. Gradient Descent.vtt

6.42 MB

5. Gradient Descent/12. Gradient Descent code along.mp4

13.2 MB

5. Gradient Descent/12. Gradient Descent code along.vtt

2.94 KB

5. Gradient Descent/13. EWMA.mp4

7.37 MB

5. Gradient Descent/13. EWMA.vtt

4.36 KB

5. Gradient Descent/14. Optimizers.mp4

9.18 MB

5. Gradient Descent/14. Optimizers.vtt

4.69 KB

5. Gradient Descent/15. Optimizers code along.mp4

10.69 MB

5. Gradient Descent/15. Optimizers code along.vtt

3.62 KB

5. Gradient Descent/16. Initialization code along.mp4

13.36 MB

5. Gradient Descent/16. Initialization code along.vtt

3.98 KB

5. Gradient Descent/17. Inner Layers Visualization code along.mp4

32.28 MB

5. Gradient Descent/17. Inner Layers Visualization code along.vtt

6.8 KB

5. Gradient Descent/18. Exercise 1 Presentation.mp4

3.52 MB

5. Gradient Descent/18. Exercise 1 Presentation.vtt

1.31 KB

5. Gradient Descent/19. Exercise 1 Solution.mp4

17.85 MB

5. Gradient Descent/19. Exercise 1 Solution.vtt

4.84 KB

5. Gradient Descent/2. Derivatives and Gradient.mp4

10.47 MB

5. Gradient Descent/2. Derivatives and Gradient.vtt

5.08 KB

5. Gradient Descent/20. Exercise 2 Presentation.mp4

2.44 MB

5. Gradient Descent/20. Exercise 2 Presentation.vtt

1.07 KB

5. Gradient Descent/21. Exercise 2 Solution.mp4

11.01 MB

5. Gradient Descent/21. Exercise 2 Solution.vtt

3.41 KB

5. Gradient Descent/22. Exercise 3 Presentation.mp4

2.95 MB

5. Gradient Descent/22. Exercise 3 Presentation.vtt

1.56 KB

5. Gradient Descent/23. Exercise 3 Solution.mp4

12.56 MB

5. Gradient Descent/23. Exercise 3 Solution.vtt

4.07 KB

5. Gradient Descent/24. Exercise 4 Presentation.mp4

3.69 MB

5. Gradient Descent/24. Exercise 4 Presentation.vtt

1.71 KB

5. Gradient Descent/25. Exercise 4 Solution.mp4

11.16 MB

5. Gradient Descent/25. Exercise 4 Solution.vtt

3.27 KB

5. Gradient Descent/26. Tensorboard.mp4

8.29 MB

5. Gradient Descent/26. Tensorboard.vtt

3.07 KB

5. Gradient Descent/3. Backpropagation intuition.mp4

7.21 MB

5. Gradient Descent/3. Backpropagation intuition.vtt

3.9 KB

5. Gradient Descent/4. Chain Rule.mp4

12.46 MB

5. Gradient Descent/4. Chain Rule.vtt

3.8 KB

5. Gradient Descent/5. Derivative Calculation.mp4

7.2 MB

5. Gradient Descent/5. Derivative Calculation.vtt

3.6 KB

5. Gradient Descent/6. Fully Connected Backpropagation.mp4

12.5 MB

5. Gradient Descent/6. Fully Connected Backpropagation.vtt

3.64 KB

5. Gradient Descent/7. Matrix Notation.mp4

8.56 MB

5. Gradient Descent/7. Matrix Notation.vtt

3.93 KB

5. Gradient Descent/8. Numpy Arrays code along.mp4

19.43 MB

5. Gradient Descent/8. Numpy Arrays code along.vtt

6.73 KB

5. Gradient Descent/9. Learning Rate.mp4

3.68 MB

5. Gradient Descent/9. Learning Rate.vtt

1.92 KB

6. Convolutional Neural Networks/1. Section 6 Intro.mp4

35.44 MB

6. Convolutional Neural Networks/1. Section 6 Intro.vtt

1.64 KB

6. Convolutional Neural Networks/10. Convolution in 2 D.mp4

6.67 MB

6. Convolutional Neural Networks/10. Convolution in 2 D.vtt

3.21 KB

6. Convolutional Neural Networks/11. Image Filters code along.mp4

6.41 MB

6. Convolutional Neural Networks/11. Image Filters code along.vtt

2.06 KB

6. Convolutional Neural Networks/12. Convolutional Layers.mp4

12.32 MB

6. Convolutional Neural Networks/12. Convolutional Layers.vtt

5.85 KB

6. Convolutional Neural Networks/13. Convolutional Layers code along.mp4

14.41 MB

6. Convolutional Neural Networks/13. Convolutional Layers code along.vtt

5.09 KB

6. Convolutional Neural Networks/14. Pooling Layers.mp4

3.06 MB

6. Convolutional Neural Networks/14. Pooling Layers.vtt

1.28 KB

6. Convolutional Neural Networks/15. Pooling Layers code along.mp4

5.27 MB

6. Convolutional Neural Networks/15. Pooling Layers code along.vtt

1.78 KB

6. Convolutional Neural Networks/16. Convolutional Neural Networks.mp4

4.51 MB

6. Convolutional Neural Networks/16. Convolutional Neural Networks.vtt

1.94 KB

6. Convolutional Neural Networks/17. Convolutional Neural Networks code along.mp4

13.97 MB

6. Convolutional Neural Networks/17. Convolutional Neural Networks code along.vtt

5.2 KB

6. Convolutional Neural Networks/18. Weights in CNNs.mp4

5.23 MB

6. Convolutional Neural Networks/18. Weights in CNNs.vtt

2.56 KB

6. Convolutional Neural Networks/19. Beyond Images.mp4

5.27 MB

6. Convolutional Neural Networks/19. Beyond Images.vtt

2.44 KB

6. Convolutional Neural Networks/2. Features from Pixels.mp4

7.96 MB

6. Convolutional Neural Networks/2. Features from Pixels.vtt

3.29 KB

6. Convolutional Neural Networks/20. Exercise 1 Presentation.mp4

17.26 MB

6. Convolutional Neural Networks/20. Exercise 1 Presentation.vtt

1.75 KB

6. Convolutional Neural Networks/21. Exercise 1 Solution.mp4

12.87 MB

6. Convolutional Neural Networks/21. Exercise 1 Solution.vtt

4.02 KB

6. Convolutional Neural Networks/22. Exercise 2 Presentation.mp4

23.7 MB

6. Convolutional Neural Networks/22. Exercise 2 Presentation.vtt

2.85 KB

6. Convolutional Neural Networks/23. Exercise 2 Solution.mp4

10.72 MB

6. Convolutional Neural Networks/23. Exercise 2 Solution.vtt

3.4 KB

6. Convolutional Neural Networks/3. MNIST Classification.mp4

3.94 MB

6. Convolutional Neural Networks/3. MNIST Classification.vtt

1.35 KB

6. Convolutional Neural Networks/4. MNIST Classification code along.mp4

19.63 MB

6. Convolutional Neural Networks/4. MNIST Classification code along.vtt

5.31 KB

6. Convolutional Neural Networks/5. Beyond Pixels.mp4

7.34 MB

6. Convolutional Neural Networks/5. Beyond Pixels.vtt

3.5 KB

6. Convolutional Neural Networks/6. Images as Tensors.mp4

10.4 MB

6. Convolutional Neural Networks/6. Images as Tensors.vtt

5.1 KB

6. Convolutional Neural Networks/7. Tensor Math code along.mp4

17.19 MB

6. Convolutional Neural Networks/7. Tensor Math code along.vtt

8 B

6. Convolutional Neural Networks/8. Convolution in 1 D.mp4

6.63 MB

6. Convolutional Neural Networks/8. Convolution in 1 D.vtt

2.83 KB

6. Convolutional Neural Networks/9. Convolution in 1 D code along.mp4

5.14 MB

6. Convolutional Neural Networks/9. Convolution in 1 D code along.vtt

1.21 KB

7. Cloud GPUs/1. Google Colaboratory GPU notebook setup.html

1.89 KB

7. Cloud GPUs/2. Floyd GPU notebook setup.html

1.91 KB

8. Recurrent Neural Networks/1. Section 8 Intro.mp4

24.47 MB

8. Recurrent Neural Networks/1. Section 8 Intro.vtt

1.07 KB

8. Recurrent Neural Networks/10. Exercise 1 Presentation.mp4

10.66 MB

8. Recurrent Neural Networks/10. Exercise 1 Presentation.vtt

1.21 KB

8. Recurrent Neural Networks/11. Exercise 1 Solution.mp4

7.95 MB

8. Recurrent Neural Networks/11. Exercise 1 Solution.vtt

1.86 KB

8. Recurrent Neural Networks/12. Exercise 2 Presentation.mp4

8.22 MB

8. Recurrent Neural Networks/12. Exercise 2 Presentation.vtt

1.22 KB

8. Recurrent Neural Networks/13. Exercise 2 Solution.html

26 B

8. Recurrent Neural Networks/2. Time Series.mp4

10.43 MB

8. Recurrent Neural Networks/2. Time Series.vtt

5.48 KB

8. Recurrent Neural Networks/3. Sequence problems.mp4

8.76 MB

8. Recurrent Neural Networks/3. Sequence problems.vtt

4.83 KB

8. Recurrent Neural Networks/4. Vanilla RNN.mp4

5.64 MB

8. Recurrent Neural Networks/4. Vanilla RNN.vtt

2.72 KB

8. Recurrent Neural Networks/5. LSTM and GRU.mp4

11.47 MB

8. Recurrent Neural Networks/5. LSTM and GRU.vtt

6.21 KB

8. Recurrent Neural Networks/6. Time Series Forecasting code along.mp4

16.13 MB

8. Recurrent Neural Networks/6. Time Series Forecasting code along.vtt

6.17 KB

8. Recurrent Neural Networks/7. Time Series Forecasting with LSTM code along.mp4

9.45 MB

8. Recurrent Neural Networks/7. Time Series Forecasting with LSTM code along.vtt

3.02 KB

8. Recurrent Neural Networks/8. Rolling Windows.mp4

5.08 MB

8. Recurrent Neural Networks/8. Rolling Windows.vtt

2.73 KB

8. Recurrent Neural Networks/9. Rolling Windows code along.mp4

21.13 MB

8. Recurrent Neural Networks/9. Rolling Windows code along.vtt

5.64 KB

9. Improving performance/1. Section 9 Intro.mp4

19.19 MB

9. Improving performance/1. Section 9 Intro.vtt

1019 B

9. Improving performance/10. Image Generator code along.mp4

15.32 MB

9. Improving performance/10. Image Generator code along.vtt

5.38 KB

9. Improving performance/11. Hyperparameter search.mp4

7.15 MB

9. Improving performance/11. Hyperparameter search.vtt

3.93 KB

9. Improving performance/12. Embeddings.mp4

6.55 MB

9. Improving performance/12. Embeddings.vtt

3.39 KB

9. Improving performance/13. Embeddings code along.mp4

5.73 MB

9. Improving performance/13. Embeddings code along.vtt

2.15 KB

9. Improving performance/14. Movies Reviews Sentiment Analysis code along.mp4

26.73 MB

9. Improving performance/14. Movies Reviews Sentiment Analysis code along.vtt

9.22 KB

9. Improving performance/15. Exercise 1 Presentation.mp4

7.64 MB

9. Improving performance/15. Exercise 1 Presentation.vtt

1.04 KB

9. Improving performance/16. Exercise 1 Solution.html

26 B

9. Improving performance/17. Exercise 2 Presentation.mp4

5.5 MB

9. Improving performance/17. Exercise 2 Presentation.vtt

984 B

9. Improving performance/18. Exercise 2 Solution.html

26 B

9. Improving performance/19. Exercise 3 Presentation.mp4

23.87 MB

9. Improving performance/19. Exercise 3 Presentation.vtt

2.3 KB

9. Improving performance/2. Learning curves.mp4

5.46 MB

9. Improving performance/2. Learning curves.vtt

3.16 KB

9. Improving performance/3. Learning curves code along.mp4

18.94 MB

9. Improving performance/3. Learning curves code along.vtt

5.8 KB

9. Improving performance/4. Batch Normalization.mp4

3.83 MB

9. Improving performance/4. Batch Normalization.vtt

3.83 MB

9. Improving performance/5. Batch Normalization code along.mp4

15.01 MB

9. Improving performance/5. Batch Normalization code along.vtt

5.15 KB

9. Improving performance/6. Dropout.mp4

5.96 MB

9. Improving performance/6. Dropout.vtt

2.72 KB

9. Improving performance/7. Dropout and Regularization code along.mp4

6.29 MB

9. Improving performance/7. Dropout and Regularization code along.vtt

2.06 KB

9. Improving performance/8. Data Augmentation.mp4

6.08 MB

9. Improving performance/8. Data Augmentation.vtt

2.72 KB

9. Improving performance/9. Continuous Learning.mp4

4.84 MB

9. Improving performance/9. Continuous Learning.vtt

2.64 KB

[FreeCourseLab.com].url

126 B

资源详情

免责声明