Sentiment Analysis
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01. Introducing Andrew Trask
02. Meet Andrew
03. Materials
04. The Notebooks
05. Framing the Problem
06. Mini Project 1
07. Mini Project 1 Solution
08. Transforming Text into Numbers
09. Mini Project 2
10. Mini Project 2 Solution
11. Building a Neural Network
12. Mini Project 3
13. Mini Project 3 Solution
14. Better Weight Initialization Strategy
15. Understanding Neural Noise
16. Mini Project 4
17. Understanding Inefficiencies in our Network
18. Mini Project 5
19. Mini Project 5 Solution
20. Further Noise Reduction
21. Mini Project 6
22. Mini Project 6 Solution
23. Analysis: What's Going on in the Weights?
24. Conclusion
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17. Understanding Inefficiencies in our Network
Understanding Inefficiencies in our Network
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