FILENAME | SIZE |  | 1. Welcome/1. Introduction.mp4 | 34.6 MB |
 | 1. Welcome/1. Introduction.srt | 5.6 KB |
 | 1. Welcome/2. Outline.mp4 | 50.7 MB |
 | 1. Welcome/2. Outline.srt | 13.5 KB |
 | 10. Extras/1. Data Links.html | 256 B |
 | 11. Setting Up Your Environment FAQ/1. Anaconda Environment Setup.mp4 | 52.6 MB |
 | 11. Setting Up Your Environment FAQ/1. Anaconda Environment Setup.srt | 20.1 KB |
 | 11. Setting Up Your Environment FAQ/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 | 43.6 MB |
 | 11. Setting Up Your Environment FAQ/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt | 15.8 KB |
 | 12. Extra Help With Python Coding for Beginners FAQ/1. How to Code by Yourself (part 1).mp4 | 71.8 MB |
 | 12. Extra Help With Python Coding for Beginners FAQ/1. How to Code by Yourself (part 1).srt | 23.1 KB |
 | 12. Extra Help With Python Coding for Beginners FAQ/2. How to Code by Yourself (part 2).mp4 | 49.1 MB |
 | 12. Extra Help With Python Coding for Beginners FAQ/2. How to Code by Yourself (part 2).srt | 13.2 KB |
 | 12. Extra Help With Python Coding for Beginners FAQ/3. Proof that using Jupyter Notebook is the same as not using it.mp4 | 69.4 MB |
 | 12. Extra Help With Python Coding for Beginners FAQ/3. Proof that using Jupyter Notebook is the same as not using it.srt | 14.9 KB |
 | 13. Effective Learning Strategies for Machine Learning FAQ/1. How to Succeed in this Course (Long Version).mp4 | 17.9 MB |
 | 13. Effective Learning Strategies for Machine Learning FAQ/1. How to Succeed in this Course (Long Version).srt | 14.5 KB |
 | 13. Effective Learning Strategies for Machine Learning FAQ/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 | 39 MB |
 | 13. Effective Learning Strategies for Machine Learning FAQ/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt | 32.7 KB |
 | 13. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 | 79.7 MB |
 | 13. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt | 17.1 KB |
 | 13. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 | 108.2 MB |
 | 13. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt | 23.9 KB |
 | 14. Appendix FAQ Finale/1. What is the Appendix.mp4 | 16.4 MB |
 | 14. Appendix FAQ Finale/1. What is the Appendix.srt | 3.9 KB |
 | 14. Appendix FAQ Finale/2. BONUS.mp4 | 39.9 MB |
 | 14. Appendix FAQ Finale/2. BONUS.srt | 7.9 KB |
 | 2. Getting Setup/1. Get Your Hands Dirty, Practical Coding Experience, Data Links.mp4 | 43.6 MB |
 | 2. Getting Setup/1. Get Your Hands Dirty, Practical Coding Experience, Data Links.srt | 12 KB |
 | 2. Getting Setup/1.1 Data Links.html | 157 B |
 | 2. Getting Setup/1.2 Github Link.html | 145 B |
 | 2. Getting Setup/2. How to use Github & Extra Coding Tips (Optional).mp4 | 63.9 MB |
 | 2. Getting Setup/2. How to use Github & Extra Coding Tips (Optional).srt | 15.7 KB |
 | 2. Getting Setup/3. Where to get the code, notebooks, and data.mp4 | 17.8 MB |
 | 2. Getting Setup/3. Where to get the code, notebooks, and data.srt | 4.3 KB |
 | 2. Getting Setup/3.1 Code Link.html | 125 B |
 | 2. Getting Setup/3.2 Data Links.html | 157 B |
 | 2. Getting Setup/3.3 Github Link.html | 145 B |
 | 2. Getting Setup/4. Are You Beginner, Intermediate, or Advanced All are OK!.mp4 | 26.7 MB |
 | 2. Getting Setup/4. Are You Beginner, Intermediate, or Advanced All are OK!.srt | 7.1 KB |
 | 2. Getting Setup/5. How to Succeed in This Course.mp4 | 41.2 MB |
 | 2. Getting Setup/5. How to Succeed in This Course.srt | 13 KB |
 | 3. Beginner's Corner/1. Beginner's Corner Section Introduction.mp4 | 49.7 MB |
 | 3. Beginner's Corner/1. Beginner's Corner Section Introduction.srt | 15.1 KB |
 | 3. Beginner's Corner/10. Named Entity Recognition (NER) in Python.mp4 | 70.2 MB |
 | 3. Beginner's Corner/10. Named Entity Recognition (NER) in Python.srt | 9.6 KB |
 | 3. Beginner's Corner/11. Text Summarization.mp4 | 24.1 MB |
 | 3. Beginner's Corner/11. Text Summarization.srt | 7.1 KB |
 | 3. Beginner's Corner/12. Text Summarization in Python.mp4 | 45.5 MB |
 | 3. Beginner's Corner/12. Text Summarization in Python.srt | 7.6 KB |
 | 3. Beginner's Corner/13. Neural Machine Translation.mp4 | 28.1 MB |
 | 3. Beginner's Corner/13. Neural Machine Translation.srt | 8.1 KB |
 | 3. Beginner's Corner/14. Neural Machine Translation in Python.mp4 | 64.1 MB |
 | 3. Beginner's Corner/14. Neural Machine Translation in Python.srt | 9.7 KB |
 | 3. Beginner's Corner/15. Question Answering.mp4 | 40.1 MB |
 | 3. Beginner's Corner/15. Question Answering.srt | 10 KB |
 | 3. Beginner's Corner/16. Question Answering in Python.mp4 | 48.2 MB |
 | 3. Beginner's Corner/16. Question Answering in Python.srt | 7 KB |
 | 3. Beginner's Corner/17. Zero-Shot Classification.mp4 | 30.1 MB |
 | 3. Beginner's Corner/17. Zero-Shot Classification.srt | 7.6 KB |
 | 3. Beginner's Corner/18. Zero-Shot Classification in Python.mp4 | 87.6 MB |
 | 3. Beginner's Corner/18. Zero-Shot Classification in Python.srt | 16.4 KB |
 | 3. Beginner's Corner/19. Beginner's Corner Section Summary.mp4 | 23.2 MB |
 | 3. Beginner's Corner/19. Beginner's Corner Section Summary.srt | 6.4 KB |
 | 3. Beginner's Corner/2. From RNNs to Attention and Transformers - Intuition.mp4 | 78.2 MB |
 | 3. Beginner's Corner/2. From RNNs to Attention and Transformers - Intuition.srt | 24 KB |
 | 3. Beginner's Corner/20. Suggestion Box.mp4 | 27.2 MB |
 | 3. Beginner's Corner/20. Suggestion Box.srt | 4.8 KB |
 | 3. Beginner's Corner/3. Sentiment Analysis.mp4 | 53.6 MB |
 | 3. Beginner's Corner/3. Sentiment Analysis.srt | 14.5 KB |
 | 3. Beginner's Corner/4. Sentiment Analysis in Python.mp4 | 97.1 MB |
 | 3. Beginner's Corner/4. Sentiment Analysis in Python.srt | 21.1 KB |
 | 3. Beginner's Corner/5. Text Generation.mp4 | 57.1 MB |
 | 3. Beginner's Corner/5. Text Generation.srt | 15.5 KB |
 | 3. Beginner's Corner/6. Text Generation in Python.mp4 | 86.3 MB |
 | 3. Beginner's Corner/6. Text Generation in Python.srt | 14.9 KB |
 | 3. Beginner's Corner/7. Masked Language Modeling (Article Spinner).mp4 | 67.3 MB |
 | 3. Beginner's Corner/7. Masked Language Modeling (Article Spinner).srt | 16.1 KB |
 | 3. Beginner's Corner/8. Masked Language Modeling (Article Spinner) in Python.mp4 | 67.1 MB |
 | 3. Beginner's Corner/8. Masked Language Modeling (Article Spinner) in Python.srt | 9.2 KB |
 | 3. Beginner's Corner/9. Named Entity Recognition (NER).mp4 | 22 MB |
 | 3. Beginner's Corner/9. Named Entity Recognition (NER).srt | 6.2 KB |
 | 4. Fine-Tuning (Intermediate)/1. Fine-Tuning Section Introduction.mp4 | 20.2 MB |
 | 4. Fine-Tuning (Intermediate)/1. Fine-Tuning Section Introduction.srt | 6.1 KB |
 | 4. Fine-Tuning (Intermediate)/10. Fine-Tuning Transformers with Custom Dataset.mp4 | 106.9 MB |
 | 4. Fine-Tuning (Intermediate)/10. Fine-Tuning Transformers with Custom Dataset.srt | 15.1 KB |
 | 4. Fine-Tuning (Intermediate)/11. Hugging Face AutoConfig.mp4 | 40.9 MB |
 | 4. Fine-Tuning (Intermediate)/11. Hugging Face AutoConfig.srt | 6 KB |
 | 4. Fine-Tuning (Intermediate)/12. Fine-Tuning with Multiple Inputs (Textual Entailment).mp4 | 28.4 MB |
 | 4. Fine-Tuning (Intermediate)/12. Fine-Tuning with Multiple Inputs (Textual Entailment).srt | 10.3 KB |
 | 4. Fine-Tuning (Intermediate)/13. Fine-Tuning Transformers with Multiple Inputs in Python.mp4 | 56.7 MB |
 | 4. Fine-Tuning (Intermediate)/13. Fine-Tuning Transformers with Multiple Inputs in Python.srt | 6.6 KB |
 | 4. Fine-Tuning (Intermediate)/14. Fine-Tuning Section Summary.mp4 | 15.8 MB |
 | 4. Fine-Tuning (Intermediate)/14. Fine-Tuning Section Summary.srt | 4.1 KB |
 | 4. Fine-Tuning (Intermediate)/2. Text Preprocessing and Tokenization Review.mp4 | 63.2 MB |
 | 4. Fine-Tuning (Intermediate)/2. Text Preprocessing and Tokenization Review.srt | 18.2 KB |
 | 4. Fine-Tuning (Intermediate)/3. Models and Tokenizers.mp4 | 64.6 MB |