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Classroom Contents
Simple Machine Learning
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- 1 Intro
- 2 Who is this guy?
- 3 The Challenge
- 4 How Insular is PHP?
- 5 Solutions
- 6 Tag By Hand
- 7 Mechanical Turk
- 8 Pattern Recognition
- 9 Teaching
- 10 Unsupervised Learning
- 11 Regression
- 12 Classification
- 13 Training
- 14 Feature Extraction
- 15 Feature Vectors
- 16 Probabilistic Correlation
- 17 Bayes' Theorem
- 18 Multivariate Bayes'
- 19 Demo Time
- 20 Human Learning
- 21 Lessons Learned
- 22 Next Steps
- 23 The Code
- 24 Questions?
