Filename Size 1. Welcome/1. Introduction.mp4 16.4 MB 1. Welcome/1. Introduction.srt 3.2 KB 1. Welcome/1. Introduction.vtt 2.8 KB 1. Welcome/2. Outline and Perspective.mp4 61.9 MB 1. Welcome/2. Outline and Perspective.srt 8.9 KB 1. Welcome/2. Outline and Perspective.vtt 7.8 KB 1. Welcome/3. How to Succeed in this Course.mp4 3.3 MB 1. Welcome/3. How to Succeed in this Course.srt 4 KB 1. Welcome/3. How to Succeed in this Course.vtt 3.5 KB 2. Review/1. Review of CNNs.mp4 40.8 MB 2. Review/1. Review of CNNs.srt 13.9 KB 2. Review/1. Review of CNNs.vtt 12.2 KB 2. Review/2. Where to get the code and data.mp4 2.2 MB 2. Review/2. Where to get the code and data.srt 3.1 KB 2. Review/2. Where to get the code and data.vtt 2.8 KB 2. Review/3. Fashion MNIST.mp4 3.3 MB 2. Review/3. Fashion MNIST.srt 4.5 KB 2. Review/3. Fashion MNIST.vtt 4 KB 2. Review/4. Review of CNNs in Code.mp4 7.6 MB 2. Review/4. Review of CNNs in Code.srt 7.4 KB 2. Review/4. Review of CNNs in Code.vtt 6.5 KB 3. VGG and Transfer Learning/1. VGG Section Intro.mp4 21.3 MB 3. VGG and Transfer Learning/1. VGG Section Intro.srt 3.8 KB 3. VGG and Transfer Learning/1. VGG Section Intro.vtt 3.4 KB 3. VGG and Transfer Learning/2. What's so special about VGG.mp4 12.2 MB 3. VGG and Transfer Learning/2. What's so special about VGG.srt 9 KB 3. VGG and Transfer Learning/2. What's so special about VGG.vtt 8 KB 3. VGG and Transfer Learning/3. Transfer Learning.mp4 38.1 MB 3. VGG and Transfer Learning/3. Transfer Learning.srt 10.4 KB 3. VGG and Transfer Learning/3. Transfer Learning.vtt 9.2 KB 3. VGG and Transfer Learning/4. Relationship to Greedy Layer-Wise Pretraining.mp4 3.9 MB 3. VGG and Transfer Learning/4. Relationship to Greedy Layer-Wise Pretraining.srt 2.6 KB 3. VGG and Transfer Learning/4. Relationship to Greedy Layer-Wise Pretraining.vtt 2.3 KB 3. VGG and Transfer Learning/5. Getting the data.mp4 1.8 MB 3. VGG and Transfer Learning/5. Getting the data.srt 2.8 KB 3. VGG and Transfer Learning/5. Getting the data.vtt 2.5 KB 3. VGG and Transfer Learning/6. Code pt 1.mp4 11.5 MB 3. VGG and Transfer Learning/6. Code pt 1.srt 12.2 KB 3. VGG and Transfer Learning/6. Code pt 1.vtt 10.7 KB 3. VGG and Transfer Learning/7. Code pt 2.mp4 8.6 MB 3. VGG and Transfer Learning/7. Code pt 2.srt 4.8 KB 3. VGG and Transfer Learning/7. Code pt 2.vtt 4.2 KB 3. VGG and Transfer Learning/8. Code pt 3.mp4 4.2 MB 3. VGG and Transfer Learning/8. Code pt 3.srt 4.4 KB 3. VGG and Transfer Learning/8. Code pt 3.vtt 3.8 KB 3. VGG and Transfer Learning/9. VGG Section Summary.mp4 3.2 MB 3. VGG and Transfer Learning/9. VGG Section Summary.srt 2.1 KB 3. VGG and Transfer Learning/9. VGG Section Summary.vtt 1.9 KB 4. ResNet (and Inception)/1. ResNet Section Intro.mp4 22.4 MB 4. ResNet (and Inception)/1. ResNet Section Intro.srt 3.7 KB 4. ResNet (and Inception)/1. ResNet Section Intro.vtt 3.3 KB 4. ResNet (and Inception)/10. Exercise Apply ResNet.mp4 2.1 MB 4. ResNet (and Inception)/10. Exercise Apply ResNet.srt 1.6 KB 4. ResNet (and Inception)/10. Exercise Apply ResNet.vtt 1.4 KB 4. ResNet (and Inception)/11. Applying ResNet.mp4 3.6 MB 4. ResNet (and Inception)/11. Applying ResNet.srt 3.1 KB 4. ResNet (and Inception)/11. Applying ResNet.vtt 2.7 KB 4. ResNet (and Inception)/12. 1x1 Convolutions.mp4 3.1 MB 4. ResNet (and Inception)/12. 1x1 Convolutions.srt 4.9 KB 4. ResNet (and Inception)/12. 1x1 Convolutions.vtt 4.3 KB 4. ResNet (and Inception)/13. Optional Inception.mp4 5.4 MB 4. ResNet (and Inception)/13. Optional Inception.srt 8.6 KB 4. ResNet (and Inception)/13. Optional Inception.vtt 7.6 KB 4. ResNet (and Inception)/14. Different sized images using the same network.mp4 7.4 MB 4. ResNet (and Inception)/14. Different sized images using the same network.srt 5.5 KB 4. ResNet (and Inception)/14. Different sized images using the same network.vtt 4.8 KB 4. ResNet (and Inception)/15. ResNet Section Summary.mp4 4.2 MB 4. ResNet (and Inception)/15. ResNet Section Summary.srt 2.9 KB 4. ResNet (and Inception)/15. ResNet Section Summary.vtt 2.6 KB 4. ResNet (and Inception)/2. ResNet Architecture.mp4 10.4 MB 4. ResNet (and Inception)/2. ResNet Architecture.srt 16.5 KB 4. ResNet (and Inception)/2. ResNet Architecture.vtt 14.5 KB 4. ResNet (and Inception)/3. Building ResNet - Strategy.mp4 2.7 MB 4. ResNet (and Inception)/3. Building ResNet - Strategy.srt 3 KB 4. ResNet (and Inception)/3. Building ResNet - Strategy.vtt 2.6 KB 4. ResNet (and Inception)/4. Building ResNet - Conv Block Details.mp4 6.2 MB 4. ResNet (and Inception)/4. Building ResNet - Conv Block Details.srt 4.5 KB 4. ResNet (and Inception)/4. Building ResNet - Conv Block Details.vtt 4 KB 4. ResNet (and Inception)/5. Building ResNet - Conv Block Code.mp4 9 MB 4. ResNet (and Inception)/5. Building ResNet - Conv Block Code.srt 7.8 KB 4. ResNet (and Inception)/5. Building ResNet - Conv Block Code.vtt 6.9 KB 4. ResNet (and Inception)/6. Building ResNet - Identity Block Details.mp4 2.4 MB 4. ResNet (and Inception)/6. Building ResNet - Identity Block Details.srt 1.7 KB 4. ResNet (and Inception)/6. Building ResNet - Identity Block Details.vtt 1.5 KB 4. ResNet (and Inception)/7. Building ResNet - First Few Layers.mp4 4 MB 4. ResNet (and Inception)/7. Building ResNet - First Few Layers.srt 3 KB 4. ResNet (and Inception)/7. Building ResNet - First Few Layers.vtt 2.7 KB 4. ResNet (and Inception)/8. Building ResNet - First Few Layers (Code).mp4 10.3 MB 4. ResNet (and Inception)/8. Building ResNet - First Few Layers (Code).srt 4.8 KB 4. ResNet (and Inception)/8. Building ResNet - First Few Layers (Code).vtt 4.2 KB 4. ResNet (and Inception)/9. Building ResNet - Putting it all together.mp4 5.9 MB 4. ResNet (and Inception)/9. Building ResNet - Putting it all together.srt 5.1 KB 4. ResNet (and Inception)/9. Building ResNet - Putting it all together.vtt 4.5 KB 5. Object Detection (SSD)/1. SSD Section Intro.mp4 5.7 MB 5. Object Detection (SSD)/1. SSD Section Intro.srt 6.2 KB 5. Object Detection (SSD)/1. SSD Section Intro.vtt 5.5 KB 5. Object Detection (SSD)/10. SSD Section Summary.mp4 2.8 MB 5. Object Detection (SSD)/10. SSD Section Summary.srt 3.5 KB 5. Object Detection (SSD)/10. SSD Section Summary.vtt 3.1 KB