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