Filename | Size |
| 1. Welcome to the course!/1. Welcome to the course!.mp4 | 27.4 MB |
| 1. Welcome to the course!/1. Welcome to the course!.vtt | 1.6 KB |
| 1. Welcome to the course!/2. Introduction.mp4 | 33.9 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 | 23.6 MB |
| 1. Welcome to the course!/3. Real world applications of deep learning.vtt | 9.6 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 | 2.6 KB |
| 1. Welcome to the course!/5. Installation Video Guide.mp4 | 61.1 MB |
| 1. Welcome to the course!/5. Installation Video Guide.vtt | 5.9 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 | 19.2 MB |
| 1. Welcome to the course!/7. Course Folder Walkthrough.vtt | 19.2 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 | 9.1 KB |
| 2. Data/1. Section 2 Intro.mp4 | 22.3 MB |
| 2. Data/1. Section 2 Intro.vtt | 1 KB |
| 2. Data/10. Exercise 1 Solution.mp4 | 9.4 MB |
| 2. Data/10. Exercise 1 Solution.vtt | 3.1 KB |
| 2. Data/11. Exercise 2 Presentation.mp4 | 1.9 MB |
| 2. Data/11. Exercise 2 Presentation.vtt | 1.1 KB |
| 2. Data/12. Exercise 2 Solution.mp4 | 13.5 MB |
| 2. Data/12. Exercise 2 Solution.vtt | 3.6 KB |
| 2. Data/13. Exercise 3 Presentation.mp4 | 1.7 MB |
| 2. Data/13. Exercise 3 Presentation.vtt | 893 B |
| 2. Data/14. Exercise 3 Solution.mp4 | 7.2 MB |
| 2. Data/14. Exercise 3 Solution.vtt | 1.6 KB |
| 2. Data/15. Exercise 4 Presentation.mp4 | 1.5 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 | 1.3 KB |
| 2. Data/17. Exercise 5 Presentation.mp4 | 2.1 MB |
| 2. Data/17. Exercise 5 Presentation.vtt | 1.2 KB |
| 2. Data/18. Exercise 5 Solution.mp4 | 7.8 MB |
| 2. Data/18. Exercise 5 Solution.vtt | 1.3 KB |
| 2. Data/2. Tabular data.mp4 | 11.7 MB |
| 2. Data/2. Tabular data.vtt | 6.3 KB |
| 2. Data/3. Data exploration with Pandas code along.mp4 | 30.9 MB |
| 2. Data/3. Data exploration with Pandas code along.vtt | 10 KB |
| 2. Data/4. Visual data Exploration.mp4 | 9.1 MB |
| 2. Data/4. Visual data Exploration.vtt | 5.1 KB |
| 2. Data/5. Plotting with Matplotlib.mp4 | 32.8 MB |
| 2. Data/5. Plotting with Matplotlib.vtt | 111 B |
| 2. Data/6. Unstructured Data.mp4 | 11.3 MB |
| 2. Data/6. Unstructured Data.vtt | 5.2 KB |
| 2. Data/7. Images and Sound in Jupyter.mp4 | 14 MB |
| 2. Data/7. Images and Sound in Jupyter.vtt | 4.2 KB |
| 2. Data/8. Feature Engineering.mp4 | 5.8 MB |
| 2. Data/8. Feature Engineering.vtt | 2.6 KB |
| 2. Data/9. Exercise 1 Presentation.mp4 | 3.2 MB |
| 2. Data/9. Exercise 1 Presentation.vtt | 1.8 KB |
| 3. Machine Learning/1. Section 3 Intro.mp4 | 39 MB |
| 3. Machine Learning/1. Section 3 Intro.vtt | 2 KB |
| 3. Machine Learning/10. Evaluating Performance code along.mp4 | 10.3 MB |
| 3. Machine Learning/10. Evaluating Performance code along.vtt | 4.3 KB |
| 3. Machine Learning/11. Classification.mp4 | 14.2 MB |
| 3. Machine Learning/11. Classification.vtt | 7.6 KB |
| 3. Machine Learning/12. Classification code along.mp4 | 22.9 MB |
| 3. Machine Learning/12. Classification code along.vtt | 7.3 KB |
| 3. Machine Learning/13. Overfitting.mp4 | 9.4 MB |
| 3. Machine Learning/13. Overfitting.vtt | 5.3 KB |
| 3. Machine Learning/14. Cross Validation.mp4 | 12.4 MB |
| 3. Machine Learning/14. Cross Validation.vtt | 6.6 KB |
| 3. Machine Learning/15. Cross Validation code along.mp4 | 9.7 MB |
| 3. Machine Learning/15. Cross Validation code along.vtt | 3.9 KB |
| 3. Machine Learning/16. Confusion matrix.mp4 | 11.3 MB |
| 3. Machine Learning/16. Confusion matrix.vtt | 6.1 KB |
| 3. Machine Learning/17. Confusion Matrix code along.mp4 | 8.7 MB |
| 3. Machine Learning/17. Confusion Matrix code along.vtt | 3.3 KB |
| 3. Machine Learning/18. Feature Preprocessing code along.mp4 | 16 MB |
| 3. Machine Learning/18. Feature Preprocessing code along.vtt | 5 KB |
| 3. Machine Learning/19. Exercise 1 Presentation.mp4 | 6.4 MB |
| 3. Machine Learning/19. Exercise 1 Presentation.vtt | 2.7 KB |
| 3. Machine Learning/2. Machine Learning Problems.mp4 | 9.3 MB |
| 3. Machine Learning/2. Machine Learning Problems.vtt | 3.4 KB |
| 3. Machine Learning/20. Exercise 1 solution.mp4 | 37.3 MB |
| 3. Machine Learning/20. Exercise 1 solution.vtt | 11.5 KB |
| 3. Machine Learning/21. Exercise 2 Presentation.mp4 | 7.4 MB |
| 3. Machine Learning/21. Exercise 2 Presentation.vtt | 2.8 KB |
| 3. Machine Learning/22. Exercise 2 solution.mp4 | 43.2 MB |
| 3. Machine Learning/22. Exercise 2 solution.vtt | 11.3 KB |
| 3. Machine Learning/3. Supervised Learning.mp4 | 10.4 MB |
| 3. Machine Learning/3. Supervised Learning.vtt | 4.9 KB |
| 3. Machine Learning/4. Linear Regression.mp4 | 9.8 MB |
| 3. Machine Learning/4. Linear Regression.vtt | 4.6 KB |
| 3. Machine Learning/5. Cost Function.mp4 | 6 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 | 5.9 KB |
| 3. Machine Learning/7. Finding the best model.mp4 | 5.1 MB |
| 3. Machine Learning/7. Finding the best model.vtt | 2.7 KB |
| 3. Machine Learning/8. Linear Regression code along.mp4 | 39.9 MB |
| 3. Machine Learning/8. Linear Regression code along.vtt | 10.1 KB |
| 3. Machine Learning/9. Evaluating Performance.mp4 | 9 MB |
| 3. Machine Learning/9. Evaluating Performance.vtt | 5.3 KB |
| 4. Deep Learning Intro/1. Section 4 Intro.mp4 | 30.9 MB |
| 4. Deep Learning Intro/1. Section 4 Intro.vtt | 1.5 KB |