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. Understanding Neural Noise
15. Mini Project 4
16. Understanding Inefficiencies in our Network
17. Mini Project 5
18. Mini Project 5 Solution
19. Further Noise Reduction
20. Mini Project 6
21. Mini Project 6 Solution
22. Analysis: What's Going on in the Weights?
23. Conclusion
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16. Understanding Inefficiencies in our Network
Understanding Inefficiencies in our Network
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