Filename | Size |
| 1. Welcome/1. Introduction.mp4 | 14.4 MB |
| 1. Welcome/1. Introduction.vtt | 3.3 KB |
| 1. Welcome/2. Outline.mp4 | 16.1 MB |
| 1. Welcome/2. Outline.vtt | 5.2 KB |
| 1. Welcome/3. Where to get the code.mp4 | 19.6 MB |
| 1. Welcome/3. Where to get the code.vtt | 5.7 KB |
| 1. Welcome/4. How to Succeed in this Course.mp4 | 17.4 MB |
| 1. Welcome/4. How to Succeed in this Course.vtt | 3.5 KB |
| 2. Review/1. Review Section Introduction.mp4 | 20.8 MB |
| 2. Review/1. Review Section Introduction.vtt | 5.3 KB |
| 2. Review/10. Different Types of RNN Tasks.mp4 | 56.8 MB |
| 2. Review/10. Different Types of RNN Tasks.vtt | 13.5 KB |
| 2. Review/11. A Simple RNN Experiment.mp4 | 56 MB |
| 2. Review/11. A Simple RNN Experiment.vtt | 6.7 KB |
| 2. Review/12. RNN Code.mp4 | 31.1 MB |
| 2. Review/12. RNN Code.vtt | 3.7 KB |
| 2. Review/13. Review Section Summary.mp4 | 19.6 MB |
| 2. Review/13. Review Section Summary.vtt | 5.6 KB |
| 2. Review/2. What is a word embedding.mp4 | 57.5 MB |
| 2. Review/2. What is a word embedding.vtt | 16.7 KB |
| 2. Review/3. Using word embeddings.mp4 | 18.7 MB |
| 2. Review/3. Using word embeddings.vtt | 5.4 KB |
| 2. Review/4. What is a CNN.mp4 | 62 MB |
| 2. Review/4. What is a CNN.vtt | 15.7 KB |
| 2. Review/5. Where to get the data.mp4 | 27.1 MB |
| 2. Review/5. Where to get the data.vtt | 5.7 KB |
| 2. Review/6. CNN Code (part 1).mp4 | 148.6 MB |
| 2. Review/6. CNN Code (part 1).vtt | 17.5 KB |
| 2. Review/7. CNN Code (part 2).mp4 | 59.3 MB |
| 2. Review/7. CNN Code (part 2).vtt | 6.9 KB |
| 2. Review/8. What is an RNN.mp4 | 56.6 MB |
| 2. Review/8. What is an RNN.vtt | 15.1 KB |
| 2. Review/9. GRUs and LSTMs.mp4 | 49.6 MB |
| 2. Review/9. GRUs and LSTMs.vtt | 12.1 KB |
| 3. Bidirectional RNNs/1. Bidirectional RNNs Motivation.mp4 | 33.3 MB |
| 3. Bidirectional RNNs/1. Bidirectional RNNs Motivation.vtt | 9.2 KB |
| 3. Bidirectional RNNs/2. Bidirectional RNN Experiment.mp4 | 48.7 MB |
| 3. Bidirectional RNNs/2. Bidirectional RNN Experiment.vtt | 5.2 KB |
| 3. Bidirectional RNNs/3. Bidirectional RNN Code.mp4 | 22.7 MB |
| 3. Bidirectional RNNs/3. Bidirectional RNN Code.vtt | 2.4 KB |
| 3. Bidirectional RNNs/4. Image Classification with Bidirectional RNNs.mp4 | 32.8 MB |
| 3. Bidirectional RNNs/4. Image Classification with Bidirectional RNNs.vtt | 6.8 KB |
| 3. Bidirectional RNNs/5. Image Classification Code.mp4 | 48.6 MB |
| 3. Bidirectional RNNs/5. Image Classification Code.vtt | 5.8 KB |
| 3. Bidirectional RNNs/6. Bidirectional RNNs Section Summary.mp4 | 14 MB |
| 3. Bidirectional RNNs/6. Bidirectional RNNs Section Summary.vtt | 2.7 KB |
| 4. Sequence-to-sequence models (Seq2Seq)/1. Seq2Seq Theory.mp4 | 32.5 MB |
| 4. Sequence-to-sequence models (Seq2Seq)/1. Seq2Seq Theory.vtt | 8.1 KB |
| 4. Sequence-to-sequence models (Seq2Seq)/2. Seq2Seq Applications.mp4 | 16.1 MB |
| 4. Sequence-to-sequence models (Seq2Seq)/2. Seq2Seq Applications.vtt | 3.8 KB |
| 4. Sequence-to-sequence models (Seq2Seq)/3. Decoding in Detail and Teacher Forcing.mp4 | 31.1 MB |
| 4. Sequence-to-sequence models (Seq2Seq)/3. Decoding in Detail and Teacher Forcing.vtt | 7.6 KB |
| 4. Sequence-to-sequence models (Seq2Seq)/4. Poetry Revisited.mp4 | 12.5 MB |
| 4. Sequence-to-sequence models (Seq2Seq)/4. Poetry Revisited.vtt | 3.7 KB |
| 4. Sequence-to-sequence models (Seq2Seq)/5. Poetry Revisited Code 1.mp4 | 82.6 MB |
| 4. Sequence-to-sequence models (Seq2Seq)/5. Poetry Revisited Code 1.vtt | 9.5 KB |
| 4. Sequence-to-sequence models (Seq2Seq)/6. Poetry Revisited Code 2.mp4 | 66.6 MB |
| 4. Sequence-to-sequence models (Seq2Seq)/6. Poetry Revisited Code 2.vtt | 7.5 KB |
| 4. Sequence-to-sequence models (Seq2Seq)/7. Seq2Seq in Code 1.mp4 | 84.3 MB |
| 4. Sequence-to-sequence models (Seq2Seq)/7. Seq2Seq in Code 1.vtt | 8.3 KB |
| 4. Sequence-to-sequence models (Seq2Seq)/8. Seq2Seq in Code 2.mp4 | 50.6 MB |
| 4. Sequence-to-sequence models (Seq2Seq)/8. Seq2Seq in Code 2.vtt | 5.4 KB |
| 4. Sequence-to-sequence models (Seq2Seq)/9. Seq2Seq Section Summary.mp4 | 13.6 MB |
| 4. Sequence-to-sequence models (Seq2Seq)/9. Seq2Seq Section Summary.vtt | 3.3 KB |
| 5. Attention/1. Attention Section Introduction.mp4 | 8.4 MB |
| 5. Attention/1. Attention Section Introduction.vtt | 2.7 KB |
| 5. Attention/2. Attention Theory.mp4 | 61.8 MB |
| 5. Attention/2. Attention Theory.vtt | 20.9 KB |
| 5. Attention/3. Teacher Forcing.mp4 | 7.2 MB |
| 5. Attention/3. Teacher Forcing.vtt | 2.3 KB |
| 5. Attention/4. Helpful Implementation Details.mp4 | 40.9 MB |
| 5. Attention/4. Helpful Implementation Details.vtt | 13.1 KB |
| 5. Attention/5. Attention Code 1.mp4 | 99.9 MB |
| 5. Attention/5. Attention Code 1.vtt | 10.3 KB |
| 5. Attention/6. Attention Code 2.mp4 | 41.6 MB |
| 5. Attention/6. Attention Code 2.vtt | 3.7 KB |
| 5. Attention/7. Visualizing Attention.mp4 | 10.4 MB |
| 5. Attention/7. Visualizing Attention.vtt | 2.7 KB |
| 5. Attention/8. Building a Chatbot without any more Code.mp4 | 76.2 MB |
| 5. Attention/8. Building a Chatbot without any more Code.vtt | 10.1 KB |
| 5. Attention/9. Attention Section Summary.mp4 | 13.9 MB |
| 5. Attention/9. Attention Section Summary.vtt | 3.9 KB |
| 6. Memory Networks/1. Memory Networks Section Introduction.mp4 | 39.2 MB |
| 6. Memory Networks/1. Memory Networks Section Introduction.vtt | 11.1 KB |
| 6. Memory Networks/2. Memory Networks Theory.mp4 | 30.4 MB |
| 6. Memory Networks/2. Memory Networks Theory.vtt | 10.7 KB |
| 6. Memory Networks/3. Memory Networks Code 1.mp4 | 79.6 MB |
| 6. Memory Networks/3. Memory Networks Code 1.vtt | 8.4 KB |
| 6. Memory Networks/4. Memory Networks Code 2.mp4 | 53.6 MB |
| 6. Memory Networks/4. Memory Networks Code 2.vtt | 5.2 KB |
| 6. Memory Networks/5. Memory Networks Code 3.mp4 | 55.8 MB |
| 6. Memory Networks/5. Memory Networks Code 3.vtt | 6.2 KB |
| 6. Memory Networks/6. Memory Networks Section Summary.mp4 | 16.1 MB |
| 6. Memory Networks/6. Memory Networks Section Summary.vtt | 4.4 KB |
| 7. Basics Review/1. (Review) Keras Discussion.mp4 | 27.6 MB |
| 7. Basics Review/1. (Review) Keras Discussion.vtt | 8 KB |
| 7. Basics Review/2. (Review) Keras Neural Network in Code.mp4 | 66.1 MB |
| 7. Basics Review/2. (Review) Keras Neural Network in Code.vtt | 6.5 KB |
| 7. Basics Review/3. (Review) Keras Functional API.mp4 | 38.6 MB |