File | Size |
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1. Welcome/1. Introduction.mp4 | 7.77 MB |
1. Welcome/1. Introduction.vtt | 2.85 kB |
1. Welcome/2. Outline and Perspective.mp4 | 7.46 MB |
1. Welcome/2. Outline and Perspective.vtt | 7.80 kB |
1. Welcome/3. How to Succeed in this Course.mp4 | 3.31 MB |
1. Welcome/3. How to Succeed in this Course.vtt | 3.49 kB |
2. Review/1. Review of CNNs.mp4 | 18.50 MB |
2. Review/1. Review of CNNs.vtt | 12.19 kB |
2. Review/2. Where to get the code and data.mp4 | 2.18 MB |
2. Review/2. Where to get the code and data.vtt | 2.76 kB |
2. Review/3. Fashion MNIST.mp4 | 3.29 MB |
2. Review/3. Fashion MNIST.vtt | 3.95 kB |
2. Review/4. Review of CNNs in Code.mp4 | 7.61 MB |
2. Review/4. Review of CNNs in Code.vtt | 6.51 kB |
3. VGG and Transfer Learning/1. VGG Section Intro.mp4 | 2.70 MB |
3. VGG and Transfer Learning/1. VGG Section Intro.vtt | 3.39 kB |
3. VGG and Transfer Learning/2. What's so special about VGG.mp4 | 12.20 MB |
3. VGG and Transfer Learning/2. What's so special about VGG.vtt | 7.95 kB |
3. VGG and Transfer Learning/3. Transfer Learning.mp4 | 38.13 MB |
3. VGG and Transfer Learning/3. Transfer Learning.vtt | 9.17 kB |
3. VGG and Transfer Learning/4. Relationship to Greedy Layer-Wise Pretraining.mp4 | 3.89 MB |
3. VGG and Transfer Learning/4. Relationship to Greedy Layer-Wise Pretraining.vtt | 2.32 kB |
3. VGG and Transfer Learning/5. Getting the data.mp4 | 1.77 MB |
3. VGG and Transfer Learning/5. Getting the data.vtt | 2.51 kB |
3. VGG and Transfer Learning/6. Code pt 1.mp4 | 11.52 MB |
3. VGG and Transfer Learning/6. Code pt 1.vtt | 10.74 kB |
3. VGG and Transfer Learning/7. Code pt 2.mp4 | 8.57 MB |
3. VGG and Transfer Learning/7. Code pt 2.vtt | 4.20 kB |
3. VGG and Transfer Learning/8. Code pt 3.mp4 | 4.21 MB |
3. VGG and Transfer Learning/8. Code pt 3.vtt | 3.81 kB |
3. VGG and Transfer Learning/9. VGG Section Summary.mp4 | 3.16 MB |
3. VGG and Transfer Learning/9. VGG Section Summary.vtt | 1.85 kB |
4. ResNet (and Inception)/1. ResNet Section Intro.mp4 | 2.82 MB |
4. ResNet (and Inception)/1. ResNet Section Intro.vtt | 3.31 kB |
4. ResNet (and Inception)/10. Exercise Apply ResNet.mp4 | 2.08 MB |
4. ResNet (and Inception)/10. Exercise Apply ResNet.vtt | 1.36 kB |
4. ResNet (and Inception)/11. Applying ResNet.mp4 | 3.60 MB |
4. ResNet (and Inception)/11. Applying ResNet.vtt | 2.73 kB |
4. ResNet (and Inception)/12. 1x1 Convolutions.mp4 | 3.11 MB |
4. ResNet (and Inception)/12. 1x1 Convolutions.vtt | 4.34 kB |
4. ResNet (and Inception)/13. Optional Inception.mp4 | 5.39 MB |
4. ResNet (and Inception)/13. Optional Inception.vtt | 7.64 kB |
4. ResNet (and Inception)/14. Different sized images using the same network.mp4 | 7.42 MB |
4. ResNet (and Inception)/14. Different sized images using the same network.vtt | 4.85 kB |
4. ResNet (and Inception)/15. ResNet Section Summary.mp4 | 4.19 MB |
4. ResNet (and Inception)/15. ResNet Section Summary.vtt | 2.57 kB |
4. ResNet (and Inception)/2. ResNet Architecture.mp4 | 10.40 MB |
4. ResNet (and Inception)/2. ResNet Architecture.vtt | 14.50 kB |
4. ResNet (and Inception)/3. Building ResNet - Strategy.mp4 | 2.67 MB |
4. ResNet (and Inception)/3. Building ResNet - Strategy.vtt | 2.63 kB |
4. ResNet (and Inception)/4. Building ResNet - Conv Block Details.mp4 | 6.19 MB |
4. ResNet (and Inception)/4. Building ResNet - Conv Block Details.vtt | 4.01 kB |
4. ResNet (and Inception)/5. Building ResNet - Conv Block Code.mp4 | 8.98 MB |
4. ResNet (and Inception)/5. Building ResNet - Conv Block Code.vtt | 6.87 kB |
4. ResNet (and Inception)/6. Building ResNet - Identity Block Details.mp4 | 2.37 MB |
4. ResNet (and Inception)/6. Building ResNet - Identity Block Details.vtt | 1.53 kB |
4. ResNet (and Inception)/7. Building ResNet - First Few Layers.mp4 | 4.03 MB |
4. ResNet (and Inception)/7. Building ResNet - First Few Layers.vtt | 2.68 kB |
4. ResNet (and Inception)/8. Building ResNet - First Few Layers (Code).mp4 | 10.31 MB |
4. ResNet (and Inception)/8. Building ResNet - First Few Layers (Code).vtt | 4.23 kB |
4. ResNet (and Inception)/9. Building ResNet - Putting it all together.mp4 | 5.92 MB |
4. ResNet (and Inception)/9. Building ResNet - Putting it all together.vtt | 4.51 kB |
5. Object Detection (SSD)/1. SSD Section Intro.mp4 | 5.70 MB |
5. Object Detection (SSD)/1. SSD Section Intro.vtt | 5.49 kB |
5. Object Detection (SSD)/10. SSD Section Summary.mp4 | 2.82 MB |
5. Object Detection (SSD)/10. SSD Section Summary.vtt | 3.12 kB |
5. Object Detection (SSD)/2. Object Localization.mp4 | 5.69 MB |
5. Object Detection (SSD)/2. Object Localization.vtt | 7.19 kB |
5. Object Detection (SSD)/3. What is Object Detection.mp4 | 4.79 MB |
5. Object Detection (SSD)/3. What is Object Detection.vtt | 3.16 kB |
5. Object Detection (SSD)/4. How would you find an object in an image.mp4 | 7.85 MB |
5. Object Detection (SSD)/4. How would you find an object in an image.vtt | 9.16 kB |
5. Object Detection (SSD)/5. The Problem of Scale.mp4 | 4.16 MB |
5. Object Detection (SSD)/5. The Problem of Scale.vtt | 4.02 kB |
5. Object Detection (SSD)/6. The Problem of Shape.mp4 | 3.60 MB |
5. Object Detection (SSD)/6. The Problem of Shape.vtt | 4.05 kB |
5. Object Detection (SSD)/7. SSD in Tensorflow.mp4 | 17.42 MB |
5. Object Detection (SSD)/7. SSD in Tensorflow.vtt | 9.64 kB |
5. Object Detection (SSD)/8. Modifying SSD to work on Video.mp4 | 24.79 MB |
5. Object Detection (SSD)/8. Modifying SSD to work on Video.vtt | 4.98 kB |
5. Object Detection (SSD)/9. Optional Intersection over Union & Non-max Suppression.mp4 | 4.59 MB |
5. Object Detection (SSD)/9. Optional Intersection over Union & Non-max Suppression.vtt | 4.60 MB |
6. Neural Style Transfer/1. Style Transfer Section Intro.mp4 | 2.92 MB |
6. Neural Style Transfer/1. Style Transfer Section Intro.vtt | 3.28 kB |
6. Neural Style Transfer/2. Style Transfer Theory.mp4 | 19.94 MB |
6. Neural Style Transfer/2. Style Transfer Theory.vtt | 12.67 kB |
6. Neural Style Transfer/3. Optimizing the Loss.mp4 | 7.25 MB |
6. Neural Style Transfer/3. Optimizing the Loss.vtt | 9.05 kB |
6. Neural Style Transfer/4. Code pt 1.mp4 | 9.46 MB |
6. Neural Style Transfer/4. Code pt 1.vtt | 8.34 kB |
6. Neural Style Transfer/5. Code pt 2.mp4 | 15.72 MB |
6. Neural Style Transfer/5. Code pt 2.vtt | 7.98 kB |
6. Neural Style Transfer/6. Code pt 3.mp4 | 5.74 MB |
6. Neural Style Transfer/6. Code pt 3.vtt | 3.92 kB |
6. Neural Style Transfer/7. Style Transfer Section Summary.mp4 | 2.51 MB |
6. Neural Style Transfer/7. Style Transfer Section Summary.vtt | 2.59 kB |
7. Bonus Class Activation Maps/1. Class Activation Maps (Theory).mp4 | 53.42 MB |
7. Bonus Class Activation Maps/1. Class Activation Maps (Theory).vtt | 7.75 kB |
7. Bonus Class Activation Maps/2. Class Activation Maps (Code).mp4 | 104.76 MB |
7. Bonus Class Activation Maps/2. Class Activation Maps (Code).vtt | 8.73 kB |
8. Basics Review/1. (Review) Tensorflow Basics.mp4 | 81.54 MB |
8. Basics Review/1. (Review) Tensorflow Basics.vtt | 5.06 kB |
8. Basics Review/2. (Review) Tensorflow Neural Network in Code.mp4 | 97.24 MB |
8. Basics Review/2. (Review) Tensorflow Neural Network in Code.vtt | 4.78 kB |
8. Basics Review/3. (Review) Keras Discussion.mp4 | 27.64 MB |
8. Basics Review/3. (Review) Keras Discussion.vtt | 8.05 kB |
8. Basics Review/4. (Review) Keras Neural Network in Code.mp4 | 66.16 MB |
8. Basics Review/4. (Review) Keras Neural Network in Code.vtt | 6.47 kB |
8. Basics Review/5. (Review) Keras Functional API.mp4 | 38.65 MB |
8. Basics Review/5. (Review) Keras Functional API.vtt | 4.70 kB |
9. Appendix/1. What is the Appendix.mp4 | 5.45 MB |
9. Appendix/1. What is the Appendix.vtt | 3.28 kB |
9. Appendix/10. Python 2 vs Python 3.mp4 | 5.47 MB |
9. Appendix/10. Python 2 vs Python 3.vtt | 5.32 kB |
9. Appendix/11. What order should I take your courses in (part 1).mp4 | 29.33 MB |
9. Appendix/11. What order should I take your courses in (part 1).vtt | 14.09 kB |
9. Appendix/12. What order should I take your courses in (part 2).mp4 | 37.62 MB |
9. Appendix/12. What order should I take your courses in (part 2).vtt | 20.24 kB |
9. Appendix/2. Windows-Focused Environment Setup 2018.mp4 | 186.32 MB |
9. Appendix/2. Windows-Focused Environment Setup 2018.vtt | 17.39 kB |
9. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 | 43.82 MB |
9. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt | 12.40 kB |
9. Appendix/4. How to Succeed in this Course (Long Version).mp4 | 13.00 MB |
9. Appendix/4. How to Succeed in this Course (Long Version).vtt | 12.86 kB |
9. Appendix/5. How to Code by Yourself (part 1).mp4 | 24.53 MB |
9. Appendix/5. How to Code by Yourself (part 1).vtt | 19.78 kB |
9. Appendix/6. How to Code by Yourself (part 2).mp4 | 8.64 MB |
9. Appendix/6. How to Code by Yourself (part 2).vtt | 11.60 kB |
9. Appendix/7. Proof that using Jupyter Notebook is the same as not using it.mp4 | 78.27 MB |
9. Appendix/7. Proof that using Jupyter Notebook is the same as not using it.vtt | 12.22 kB |
9. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 | 38.96 MB |
9. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt | 27.77 kB |
9. Appendix/9. Where to get discount coupons and FREE deep learning material.mp4 | 3.38 MB |
9. Appendix/9. Where to get discount coupons and FREE deep learning material.vtt | 2.98 kB |
Udemy Course downloader.txt | 94.00 B |
udemycoursedownloader.com.url | 132.00 B |