Udemy - Data Science Transformers for Natural Language Processing (7.2024)
File List
| File | Size |
|---|---|
| 1. Welcome/1. Introduction.mp4 | 34.6 MB |
| 1. Welcome/1. Introduction.srt | 5.63 KB |
| 1. Welcome/2. Outline.mp4 | 50.65 MB |
| 1. Welcome/2. Outline.srt | 13.51 KB |
| 10. Extras/1. Data Links.html | 256 B |
| 11. Setting Up Your Environment FAQ/1. Pre-Installation Check.mp4 | 22.74 MB |
| 11. Setting Up Your Environment FAQ/1. Pre-Installation Check.srt | 6.53 KB |
| 11. Setting Up Your Environment FAQ/2. Anaconda Environment Setup.mp4 | 52.63 MB |
| 11. Setting Up Your Environment FAQ/2. Anaconda Environment Setup.srt | 20.13 KB |
| 11. Setting Up Your Environment FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 | 43.61 MB |
| 11. Setting Up Your Environment FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt | 15.81 KB |
| 12. Extra Help With Python Coding for Beginners FAQ/1. How to Code by Yourself (part 1).mp4 | 71.84 MB |
| 12. Extra Help With Python Coding for Beginners FAQ/1. How to Code by Yourself (part 1).srt | 23.13 KB |
| 12. Extra Help With Python Coding for Beginners FAQ/2. How to Code by Yourself (part 2).mp4 | 49.14 MB |
| 12. Extra Help With Python Coding for Beginners FAQ/2. How to Code by Yourself (part 2).srt | 13.24 KB |
| 12. Extra Help With Python Coding for Beginners FAQ/3. Proof that using Jupyter Notebook is the same as not using it.mp4 | 69.42 MB |
| 12. Extra Help With Python Coding for Beginners FAQ/3. Proof that using Jupyter Notebook is the same as not using it.srt | 14.92 KB |
| 12. Extra Help With Python Coding for Beginners FAQ/4. Get Your Hands Dirty, Practical Coding Experience, Data Links.mp4 | 43.55 MB |
| 12. Extra Help With Python Coding for Beginners FAQ/4. Get Your Hands Dirty, Practical Coding Experience, Data Links.srt | 11.99 KB |
| 12. Extra Help With Python Coding for Beginners FAQ/4.1 Data Links.html | 157 B |
| 12. Extra Help With Python Coding for Beginners FAQ/4.2 Github Link.html | 145 B |
| 12. Extra Help With Python Coding for Beginners FAQ/5. Where To Get the Code Troubleshooting.mp4 | 24.27 MB |
| 12. Extra Help With Python Coding for Beginners FAQ/5. Where To Get the Code Troubleshooting.srt | 5.76 KB |
| 12. Extra Help With Python Coding for Beginners FAQ/6. How to use Github & Extra Coding Tips (Optional).mp4 | 63.9 MB |
| 12. Extra Help With Python Coding for Beginners FAQ/6. How to use Github & Extra Coding Tips (Optional).srt | 15.71 KB |
| 13. Effective Learning Strategies for Machine Learning FAQ/1. How to Succeed in this Course (Long Version).mp4 | 17.87 MB |
| 13. Effective Learning Strategies for Machine Learning FAQ/1. How to Succeed in this Course (Long Version).srt | 14.55 KB |
| 13. Effective Learning Strategies for Machine Learning FAQ/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 | 38.95 MB |
| 13. Effective Learning Strategies for Machine Learning FAQ/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt | 32.69 KB |
| 13. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 | 79.66 MB |
| 13. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt | 17.14 KB |
| 13. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 | 108.16 MB |
| 13. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt | 23.93 KB |
| 14. Appendix FAQ Finale/1. What is the Appendix.mp4 | 16.37 MB |
| 14. Appendix FAQ Finale/1. What is the Appendix.srt | 3.88 KB |
| 14. Appendix FAQ Finale/2. BONUS.mp4 | 40.48 MB |
| 14. Appendix FAQ Finale/2. BONUS.srt | 8.11 KB |
| 2. Getting Setup/1. Where To Get the Code.mp4 | 22.5 MB |
| 2. Getting Setup/1. Where To Get the Code.srt | 6.75 KB |
| 2. Getting Setup/1.1 Code Link.html | 125 B |
| 2. Getting Setup/1.2 Github Link.html | 145 B |
| 2. Getting Setup/2. Are You Beginner, Intermediate, or Advanced All are OK!.mp4 | 26.73 MB |
| 2. Getting Setup/2. Are You Beginner, Intermediate, or Advanced All are OK!.srt | 7.14 KB |
| 2. Getting Setup/3. How to Succeed in This Course.mp4 | 16.23 MB |
| 2. Getting Setup/3. How to Succeed in This Course.srt | 4.44 KB |
| 2. Getting Setup/4. Temporary 403 Errors.mp4 | 21.98 MB |
| 2. Getting Setup/4. Temporary 403 Errors.srt | 3.71 KB |
| 3. Beginner's Corner/1. Beginner's Corner Section Introduction.mp4 | 49.75 MB |
| 3. Beginner's Corner/1. Beginner's Corner Section Introduction.srt | 15.06 KB |
| 3. Beginner's Corner/10. Named Entity Recognition (NER) in Python.mp4 | 70.23 MB |
| 3. Beginner's Corner/10. Named Entity Recognition (NER) in Python.srt | 9.63 KB |
| 3. Beginner's Corner/11. Text Summarization.mp4 | 24.15 MB |
| 3. Beginner's Corner/11. Text Summarization.srt | 7.08 KB |
| 3. Beginner's Corner/12. Text Summarization in Python.mp4 | 45.47 MB |
| 3. Beginner's Corner/12. Text Summarization in Python.srt | 7.55 KB |
| 3. Beginner's Corner/13. Neural Machine Translation.mp4 | 28.1 MB |
| 3. Beginner's Corner/13. Neural Machine Translation.srt | 8.15 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 | 9.72 KB |
| 3. Beginner's Corner/15. Question Answering.mp4 | 40.1 MB |
| 3. Beginner's Corner/15. Question Answering.srt | 10.03 KB |
| 3. Beginner's Corner/16. Question Answering in Python.mp4 | 48.15 MB |
| 3. Beginner's Corner/16. Question Answering in Python.srt | 6.97 KB |
| 3. Beginner's Corner/17. Zero-Shot Classification.mp4 | 30.13 MB |
| 3. Beginner's Corner/17. Zero-Shot Classification.srt | 7.6 KB |
| 3. Beginner's Corner/18. Zero-Shot Classification in Python.mp4 | 87.61 MB |
| 3. Beginner's Corner/18. Zero-Shot Classification in Python.srt | 16.41 KB |
| 3. Beginner's Corner/19. Beginner's Corner Section Summary.mp4 | 23.18 MB |
| 3. Beginner's Corner/19. Beginner's Corner Section Summary.srt | 6.39 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 | 24.01 KB |
| 3. Beginner's Corner/20. Suggestion Box.mp4 | 27.18 MB |
| 3. Beginner's Corner/20. Suggestion Box.srt | 4.82 KB |
| 3. Beginner's Corner/3. Sentiment Analysis.mp4 | 53.6 MB |
| 3. Beginner's Corner/3. Sentiment Analysis.srt | 14.55 KB |
| 3. Beginner's Corner/4. Sentiment Analysis in Python.mp4 | 97.04 MB |
| 3. Beginner's Corner/4. Sentiment Analysis in Python.srt | 21.12 KB |
| 3. Beginner's Corner/5. Text Generation.mp4 | 57.11 MB |
| 3. Beginner's Corner/5. Text Generation.srt | 15.45 KB |
| 3. Beginner's Corner/6. Text Generation in Python.mp4 | 86.34 MB |
| 3. Beginner's Corner/6. Text Generation in Python.srt | 14.92 KB |
| 3. Beginner's Corner/7. Masked Language Modeling (Article Spinner).mp4 | 67.29 MB |
| 3. Beginner's Corner/7. Masked Language Modeling (Article Spinner).srt | 16.12 KB |
| 3. Beginner's Corner/8. Masked Language Modeling (Article Spinner) in Python.mp4 | 67.09 MB |
| 3. Beginner's Corner/8. Masked Language Modeling (Article Spinner) in Python.srt | 9.24 KB |
| 3. Beginner's Corner/9. Named Entity Recognition (NER).mp4 | 22.02 MB |
| 3. Beginner's Corner/9. Named Entity Recognition (NER).srt | 6.24 KB |
| 4. Fine-Tuning (Intermediate)/1. Fine-Tuning Section Introduction.mp4 | 20.16 MB |
| 4. Fine-Tuning (Intermediate)/1. Fine-Tuning Section Introduction.srt | 6.14 KB |
| 4. Fine-Tuning (Intermediate)/10. Fine-Tuning Transformers with Custom Dataset.mp4 | 106.85 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 | 40.86 MB |
| 4. Fine-Tuning (Intermediate)/11. Hugging Face AutoConfig.srt | 6.03 KB |
| 4. Fine-Tuning (Intermediate)/12. Fine-Tuning with Multiple Inputs (Textual Entailment).mp4 | 28.42 MB |
| 4. Fine-Tuning (Intermediate)/12. Fine-Tuning with Multiple Inputs (Textual Entailment).srt | 10.32 KB |
| 4. Fine-Tuning (Intermediate)/13. Fine-Tuning Transformers with Multiple Inputs in Python.mp4 | 56.66 MB |
| 4. Fine-Tuning (Intermediate)/13. Fine-Tuning Transformers with Multiple Inputs in Python.srt | 6.62 KB |
| 4. Fine-Tuning (Intermediate)/14. Fine-Tuning Section Summary.mp4 | 15.78 MB |
| 4. Fine-Tuning (Intermediate)/14. Fine-Tuning Section Summary.srt | 4.11 KB |
| 4. Fine-Tuning (Intermediate)/2. Text Preprocessing and Tokenization Review.mp4 | 63.17 MB |
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