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Udemy - Data Science Transformers for Natural Language Processing (7.2024)

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
4D75B181798E79F3CDCD074E43DEDE2D023480EC
Source
Unverified
Total Size
5.74 GB
Total Files
100
Seeders
2
Leechers
2
Health
0.67
Score
6
Type
Bookware

File List

FileSize
1. Welcome/1. Introduction.mp434.6 MB
1. Welcome/1. Introduction.srt5.63 KB
1. Welcome/2. Outline.mp450.65 MB
1. Welcome/2. Outline.srt13.51 KB
10. Extras/1. Data Links.html256 B
11. Setting Up Your Environment FAQ/1. Pre-Installation Check.mp422.74 MB
11. Setting Up Your Environment FAQ/1. Pre-Installation Check.srt6.53 KB
11. Setting Up Your Environment FAQ/2. Anaconda Environment Setup.mp452.63 MB
11. Setting Up Your Environment FAQ/2. Anaconda Environment Setup.srt20.13 KB
11. Setting Up Your Environment FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp443.61 MB
11. Setting Up Your Environment FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt15.81 KB
12. Extra Help With Python Coding for Beginners FAQ/1. How to Code by Yourself (part 1).mp471.84 MB
12. Extra Help With Python Coding for Beginners FAQ/1. How to Code by Yourself (part 1).srt23.13 KB
12. Extra Help With Python Coding for Beginners FAQ/2. How to Code by Yourself (part 2).mp449.14 MB
12. Extra Help With Python Coding for Beginners FAQ/2. How to Code by Yourself (part 2).srt13.24 KB
12. Extra Help With Python Coding for Beginners FAQ/3. Proof that using Jupyter Notebook is the same as not using it.mp469.42 MB
12. Extra Help With Python Coding for Beginners FAQ/3. Proof that using Jupyter Notebook is the same as not using it.srt14.92 KB
12. Extra Help With Python Coding for Beginners FAQ/4. Get Your Hands Dirty, Practical Coding Experience, Data Links.mp443.55 MB
12. Extra Help With Python Coding for Beginners FAQ/4. Get Your Hands Dirty, Practical Coding Experience, Data Links.srt11.99 KB
12. Extra Help With Python Coding for Beginners FAQ/4.1 Data Links.html157 B
12. Extra Help With Python Coding for Beginners FAQ/4.2 Github Link.html145 B
12. Extra Help With Python Coding for Beginners FAQ/5. Where To Get the Code Troubleshooting.mp424.27 MB
12. Extra Help With Python Coding for Beginners FAQ/5. Where To Get the Code Troubleshooting.srt5.76 KB
12. Extra Help With Python Coding for Beginners FAQ/6. How to use Github & Extra Coding Tips (Optional).mp463.9 MB
12. Extra Help With Python Coding for Beginners FAQ/6. How to use Github & Extra Coding Tips (Optional).srt15.71 KB
13. Effective Learning Strategies for Machine Learning FAQ/1. How to Succeed in this Course (Long Version).mp417.87 MB
13. Effective Learning Strategies for Machine Learning FAQ/1. How to Succeed in this Course (Long Version).srt14.55 KB
13. Effective Learning Strategies for Machine Learning FAQ/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp438.95 MB
13. Effective Learning Strategies for Machine Learning FAQ/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt32.69 KB
13. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp479.66 MB
13. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt17.14 KB
13. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4108.16 MB
13. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt23.93 KB
14. Appendix FAQ Finale/1. What is the Appendix.mp416.37 MB
14. Appendix FAQ Finale/1. What is the Appendix.srt3.88 KB
14. Appendix FAQ Finale/2. BONUS.mp440.48 MB
14. Appendix FAQ Finale/2. BONUS.srt8.11 KB
2. Getting Setup/1. Where To Get the Code.mp422.5 MB
2. Getting Setup/1. Where To Get the Code.srt6.75 KB
2. Getting Setup/1.1 Code Link.html125 B
2. Getting Setup/1.2 Github Link.html145 B
2. Getting Setup/2. Are You Beginner, Intermediate, or Advanced All are OK!.mp426.73 MB
2. Getting Setup/2. Are You Beginner, Intermediate, or Advanced All are OK!.srt7.14 KB
2. Getting Setup/3. How to Succeed in This Course.mp416.23 MB
2. Getting Setup/3. How to Succeed in This Course.srt4.44 KB
2. Getting Setup/4. Temporary 403 Errors.mp421.98 MB
2. Getting Setup/4. Temporary 403 Errors.srt3.71 KB
3. Beginner's Corner/1. Beginner's Corner Section Introduction.mp449.75 MB
3. Beginner's Corner/1. Beginner's Corner Section Introduction.srt15.06 KB
3. Beginner's Corner/10. Named Entity Recognition (NER) in Python.mp470.23 MB
3. Beginner's Corner/10. Named Entity Recognition (NER) in Python.srt9.63 KB
3. Beginner's Corner/11. Text Summarization.mp424.15 MB
3. Beginner's Corner/11. Text Summarization.srt7.08 KB
3. Beginner's Corner/12. Text Summarization in Python.mp445.47 MB
3. Beginner's Corner/12. Text Summarization in Python.srt7.55 KB
3. Beginner's Corner/13. Neural Machine Translation.mp428.1 MB
3. Beginner's Corner/13. Neural Machine Translation.srt8.15 KB
3. Beginner's Corner/14. Neural Machine Translation in Python.mp464.1 MB
3. Beginner's Corner/14. Neural Machine Translation in Python.srt9.72 KB
3. Beginner's Corner/15. Question Answering.mp440.1 MB
3. Beginner's Corner/15. Question Answering.srt10.03 KB
3. Beginner's Corner/16. Question Answering in Python.mp448.15 MB
3. Beginner's Corner/16. Question Answering in Python.srt6.97 KB
3. Beginner's Corner/17. Zero-Shot Classification.mp430.13 MB
3. Beginner's Corner/17. Zero-Shot Classification.srt7.6 KB
3. Beginner's Corner/18. Zero-Shot Classification in Python.mp487.61 MB
3. Beginner's Corner/18. Zero-Shot Classification in Python.srt16.41 KB
3. Beginner's Corner/19. Beginner's Corner Section Summary.mp423.18 MB
3. Beginner's Corner/19. Beginner's Corner Section Summary.srt6.39 KB
3. Beginner's Corner/2. From RNNs to Attention and Transformers - Intuition.mp478.2 MB
3. Beginner's Corner/2. From RNNs to Attention and Transformers - Intuition.srt24.01 KB
3. Beginner's Corner/20. Suggestion Box.mp427.18 MB
3. Beginner's Corner/20. Suggestion Box.srt4.82 KB
3. Beginner's Corner/3. Sentiment Analysis.mp453.6 MB
3. Beginner's Corner/3. Sentiment Analysis.srt14.55 KB
3. Beginner's Corner/4. Sentiment Analysis in Python.mp497.04 MB
3. Beginner's Corner/4. Sentiment Analysis in Python.srt21.12 KB
3. Beginner's Corner/5. Text Generation.mp457.11 MB
3. Beginner's Corner/5. Text Generation.srt15.45 KB
3. Beginner's Corner/6. Text Generation in Python.mp486.34 MB
3. Beginner's Corner/6. Text Generation in Python.srt14.92 KB
3. Beginner's Corner/7. Masked Language Modeling (Article Spinner).mp467.29 MB
3. Beginner's Corner/7. Masked Language Modeling (Article Spinner).srt16.12 KB
3. Beginner's Corner/8. Masked Language Modeling (Article Spinner) in Python.mp467.09 MB
3. Beginner's Corner/8. Masked Language Modeling (Article Spinner) in Python.srt9.24 KB
3. Beginner's Corner/9. Named Entity Recognition (NER).mp422.02 MB
3. Beginner's Corner/9. Named Entity Recognition (NER).srt6.24 KB
4. Fine-Tuning (Intermediate)/1. Fine-Tuning Section Introduction.mp420.16 MB
4. Fine-Tuning (Intermediate)/1. Fine-Tuning Section Introduction.srt6.14 KB
4. Fine-Tuning (Intermediate)/10. Fine-Tuning Transformers with Custom Dataset.mp4106.85 MB
4. Fine-Tuning (Intermediate)/10. Fine-Tuning Transformers with Custom Dataset.srt15.1 KB
4. Fine-Tuning (Intermediate)/11. Hugging Face AutoConfig.mp440.86 MB
4. Fine-Tuning (Intermediate)/11. Hugging Face AutoConfig.srt6.03 KB
4. Fine-Tuning (Intermediate)/12. Fine-Tuning with Multiple Inputs (Textual Entailment).mp428.42 MB
4. Fine-Tuning (Intermediate)/12. Fine-Tuning with Multiple Inputs (Textual Entailment).srt10.32 KB
4. Fine-Tuning (Intermediate)/13. Fine-Tuning Transformers with Multiple Inputs in Python.mp456.66 MB
4. Fine-Tuning (Intermediate)/13. Fine-Tuning Transformers with Multiple Inputs in Python.srt6.62 KB
4. Fine-Tuning (Intermediate)/14. Fine-Tuning Section Summary.mp415.78 MB
4. Fine-Tuning (Intermediate)/14. Fine-Tuning Section Summary.srt4.11 KB
4. Fine-Tuning (Intermediate)/2. Text Preprocessing and Tokenization Review.mp463.17 MB

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