1. Welcome/1. Introduction.mp4
34.6MB
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1. Welcome/1. Introduction.srt
5.63KB
1. Welcome/2. Outline.mp4
50.65MB
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1. Welcome/2. Outline.srt
13.51KB
10. Extras/1. Data Links.html
256B
11. Setting Up Your Environment FAQ/1. Anaconda Environment Setup.mp4
52.64MB
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11. Setting Up Your Environment FAQ/1. Anaconda Environment Setup.srt
20.13KB
11. Setting Up Your Environment FAQ/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
43.61MB
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11. Setting Up Your Environment FAQ/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt
15.81KB
11. Setting Up Your Environment FAQ/GetFreeCourses.Co.url
116B
12. Extra Help With Python Coding for Beginners FAQ/1. How to Code by Yourself (part 1).mp4
71.84MB
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12. Extra Help With Python Coding for Beginners FAQ/1. How to Code by Yourself (part 1).srt
23.13KB
12. Extra Help With Python Coding for Beginners FAQ/2. How to Code by Yourself (part 2).mp4
49.14MB
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12. Extra Help With Python Coding for Beginners FAQ/2. How to Code by Yourself (part 2).srt
13.24KB
12. Extra Help With Python Coding for Beginners FAQ/3. Proof that using Jupyter Notebook is the same as not using it.mp4
69.42MB
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12. Extra Help With Python Coding for Beginners FAQ/3. Proof that using Jupyter Notebook is the same as not using it.srt
14.92KB
13. Effective Learning Strategies for Machine Learning FAQ/1. How to Succeed in this Course (Long Version).mp4
17.87MB
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13. Effective Learning Strategies for Machine Learning FAQ/1. How to Succeed in this Course (Long Version).srt
14.55KB
13. Effective Learning Strategies for Machine Learning FAQ/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
38.96MB
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13. Effective Learning Strategies for Machine Learning FAQ/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt
32.69KB
13. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4
79.66MB
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13. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt
17.14KB
13. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4
108.17MB
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13. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt
23.93KB
13. Effective Learning Strategies for Machine Learning FAQ/GetFreeCourses.Co.url
116B
14. Appendix FAQ Finale/1. What is the Appendix.mp4
16.37MB
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14. Appendix FAQ Finale/1. What is the Appendix.srt
3.88KB
14. Appendix FAQ Finale/2. BONUS.mp4
39.92MB
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14. Appendix FAQ Finale/2. BONUS.srt
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2. Getting Setup/1. Get Your Hands Dirty, Practical Coding Experience, Data Links.mp4
43.55MB
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2. Getting Setup/1. Get Your Hands Dirty, Practical Coding Experience, Data Links.srt
11.99KB
2. Getting Setup/1.1 Data Links.html
157B
2. Getting Setup/1.2 Github Link.html
145B
2. Getting Setup/2. How to use Github & Extra Coding Tips (Optional).mp4
63.9MB
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2. Getting Setup/2. How to use Github & Extra Coding Tips (Optional).srt
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2. Getting Setup/3. Where to get the code, notebooks, and data.mp4
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2. Getting Setup/3. Where to get the code, notebooks, and data.srt
4.29KB
2. Getting Setup/3.1 Code Link.html
125B
2. Getting Setup/3.2 Data Links.html
157B
2. Getting Setup/3.3 Github Link.html
145B
2. Getting Setup/4. Are You Beginner, Intermediate, or Advanced All are OK!.mp4
26.74MB
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2. Getting Setup/4. Are You Beginner, Intermediate, or Advanced All are OK!.srt
7.14KB
2. Getting Setup/5. How to Succeed in This Course.mp4
41.19MB
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2. Getting Setup/5. How to Succeed in This Course.srt
13.03KB
3. Beginner's Corner/1. Beginner's Corner Section Introduction.mp4
49.75MB
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3. Beginner's Corner/1. Beginner's Corner Section Introduction.srt
15.06KB
3. Beginner's Corner/10. Named Entity Recognition (NER) in Python.mp4
70.24MB
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9.63KB
3. Beginner's Corner/11. Text Summarization.mp4
24.15MB
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3. Beginner's Corner/12. Text Summarization in Python.mp4
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3. Beginner's Corner/13. Neural Machine Translation.mp4
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8.15KB
3. Beginner's Corner/14. Neural Machine Translation in Python.mp4
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3. Beginner's Corner/15. Question Answering.mp4
40.1MB
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3. Beginner's Corner/16. Question Answering in Python.mp4
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3. Beginner's Corner/17. Zero-Shot Classification.mp4
30.12MB
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3. Beginner's Corner/18. Zero-Shot Classification in Python.mp4
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16.41KB
3. Beginner's Corner/19. Beginner's Corner Section Summary.mp4
23.18MB
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3. Beginner's Corner/2. From RNNs to Attention and Transformers - Intuition.mp4
78.2MB
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3. Beginner's Corner/20. Suggestion Box.mp4
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3. Beginner's Corner/3. Sentiment Analysis.mp4
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3. Beginner's Corner/3. Sentiment Analysis.srt
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3. Beginner's Corner/4. Sentiment Analysis in Python.mp4
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3. Beginner's Corner/5. Text Generation.mp4
57.1MB
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3. Beginner's Corner/5. Text Generation.srt
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3. Beginner's Corner/6. Text Generation in Python.mp4
86.35MB
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4. Fine-Tuning (Intermediate)/GetFreeCourses.Co.url
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35.82MB
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3.32KB
7. Question-Answering (Advanced)/17. Train and Evaluate in Python.mp4
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7. Question-Answering (Advanced)/18. Question-Answering Section Summary.mp4
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7. Question-Answering (Advanced)/3. Exploring the Dataset (SQuAD) in Python.mp4
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7. Question-Answering (Advanced)/4. Using the Tokenizer.mp4
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7. Question-Answering (Advanced)/6. Aligning the Targets.mp4
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7. Question-Answering (Advanced)/7. Aligning the Targets in Python.mp4
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7. Question-Answering (Advanced)/8. Applying the Tokenizer.mp4
45.05MB
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12.29KB
7. Question-Answering (Advanced)/9. Applying the Tokenizer in Python.mp4
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12.03KB
7. Question-Answering (Advanced)/GetFreeCourses.Co.url
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8. Transformers and Attention Theory (Advanced)/1. Theory Section Introduction.mp4
17.14MB
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8. Transformers and Attention Theory (Advanced)/10. Decoder Architecture.mp4
49.61MB
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8. Transformers and Attention Theory (Advanced)/12. BERT.mp4
23.25MB
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8. Transformers and Attention Theory (Advanced)/13. GPT.mp4
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8. Transformers and Attention Theory (Advanced)/15. GPT-3.mp4
23.99MB
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8. Transformers and Attention Theory (Advanced)/15. GPT-3.srt
6.57KB
8. Transformers and Attention Theory (Advanced)/16. Theory Section Summary.mp4
21MB
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8. Transformers and Attention Theory (Advanced)/16. Theory Section Summary.srt
6.29KB
8. Transformers and Attention Theory (Advanced)/2. Basic Self-Attention.mp4
36.97MB
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8. Transformers and Attention Theory (Advanced)/2. Basic Self-Attention.srt
12.44KB
8. Transformers and Attention Theory (Advanced)/3. Self-Attention & Scaled Dot-Product Attention.mp4
64.27MB
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8. Transformers and Attention Theory (Advanced)/3. Self-Attention & Scaled Dot-Product Attention.srt
23.94KB
8. Transformers and Attention Theory (Advanced)/4. Attention Efficiency.mp4
21.57MB
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5.86KB
8. Transformers and Attention Theory (Advanced)/5. Attention Mask.mp4
15.11MB
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8. Transformers and Attention Theory (Advanced)/5. Attention Mask.srt
5.04KB
8. Transformers and Attention Theory (Advanced)/6. Multi-Head Attention.mp4
33.71MB
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9.35KB
8. Transformers and Attention Theory (Advanced)/7. Transformer Block.mp4
29.5MB
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8. Transformers and Attention Theory (Advanced)/7. Transformer Block.srt
9.53KB
8. Transformers and Attention Theory (Advanced)/8. Positional Encodings.mp4
29.03MB
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8. Transformers and Attention Theory (Advanced)/8. Positional Encodings.srt
9.46KB
8. Transformers and Attention Theory (Advanced)/9. Encoder Architecture.mp4
25.21MB
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8. Transformers and Attention Theory (Advanced)/9. Encoder Architecture.srt
8.63KB
9. Implement Transformers From Scratch (Advanced)/1. Implementation Section Introduction.mp4
25.6MB
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9. Implement Transformers From Scratch (Advanced)/1. Implementation Section Introduction.srt
8.49KB
9. Implement Transformers From Scratch (Advanced)/10. How to Train a Causal Language Model From Scratch.mp4
120.37MB
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9. Implement Transformers From Scratch (Advanced)/10. How to Train a Causal Language Model From Scratch.srt
20.12KB
9. Implement Transformers From Scratch (Advanced)/11. Implement a Seq2Seq Transformer From Scratch for Language Translation (pt 1).mp4
93.99MB
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9. Implement Transformers From Scratch (Advanced)/11. Implement a Seq2Seq Transformer From Scratch for Language Translation (pt 1).srt
13.39KB
9. Implement Transformers From Scratch (Advanced)/12. Implement a Seq2Seq Transformer From Scratch for Language Translation (pt 2).mp4
95.19MB
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9. Implement Transformers From Scratch (Advanced)/12. Implement a Seq2Seq Transformer From Scratch for Language Translation (pt 2).srt
14.97KB
9. Implement Transformers From Scratch (Advanced)/13. Implement a Seq2Seq Transformer From Scratch for Language Translation (pt 3).mp4
108.62MB
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9. Implement Transformers From Scratch (Advanced)/13. Implement a Seq2Seq Transformer From Scratch for Language Translation (pt 3).srt
17.47KB
9. Implement Transformers From Scratch (Advanced)/14. Implementation Section Summary.mp4
10.59MB
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9. Implement Transformers From Scratch (Advanced)/14. Implementation Section Summary.srt
1.99KB
9. Implement Transformers From Scratch (Advanced)/2. Encoder Implementation Plan & Outline.mp4
23.02MB
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9. Implement Transformers From Scratch (Advanced)/2. Encoder Implementation Plan & Outline.srt
8.37KB
9. Implement Transformers From Scratch (Advanced)/3. How to Implement Multihead Attention From Scratch.mp4
93.41MB
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9. Implement Transformers From Scratch (Advanced)/3. How to Implement Multihead Attention From Scratch.srt
15.5KB
9. Implement Transformers From Scratch (Advanced)/4. How to Implement the Transformer Block From Scratch.mp4
14.94MB
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9. Implement Transformers From Scratch (Advanced)/4. How to Implement the Transformer Block From Scratch.srt
2.36KB
9. Implement Transformers From Scratch (Advanced)/5. How to Implement Positional Encoding From Scratch.mp4
35.87MB
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9. Implement Transformers From Scratch (Advanced)/5. How to Implement Positional Encoding From Scratch.srt
6.26KB
9. Implement Transformers From Scratch (Advanced)/6. How to Implement Transformer Encoder From Scratch.mp4
27.03MB
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9. Implement Transformers From Scratch (Advanced)/6. How to Implement Transformer Encoder From Scratch.srt
4.82KB
9. Implement Transformers From Scratch (Advanced)/7. Train and Evaluate Encoder From Scratch.mp4
89.33MB
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9. Implement Transformers From Scratch (Advanced)/7. Train and Evaluate Encoder From Scratch.srt
12.3KB
9. Implement Transformers From Scratch (Advanced)/8. How to Implement Causal Self-Attention From Scratch.mp4
39.2MB
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9. Implement Transformers From Scratch (Advanced)/8. How to Implement Causal Self-Attention From Scratch.srt
5.68KB
9. Implement Transformers From Scratch (Advanced)/9. How to Implement a Transformer Decoder (GPT) From Scratch.mp4
27.3MB
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9. Implement Transformers From Scratch (Advanced)/9. How to Implement a Transformer Decoder (GPT) From Scratch.srt
4.86KB
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