User:WillWare/Books/Machine Learning and Reasoning
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Machine Learning and Reasoning
- User:WillWare/ML Book Intro
- Symbolic AI
GOFAI and semantic web stuff should go here.
- Applications
- Recommender system
- Collaborative filtering
- Data mining
- The R language
- Theory
- Information theory
- Statistical classification
- Regression analysis
- Logistic regression
- Bayes' theorem
- Bayesian inference
- Cluster analysis
- Hidden Markov model
- Algorithms
- Naive Bayes classifier
- Bayesian linear regression
- Association rule learning
- Decision tree learning
- Support vector machine
- Principal component analysis