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User:WillWare/Books/WW

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Machine Learning and Reasoning

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Overview and motivations
User:WillWare/ML Book Intro
Recommender system
Rating scale
Collaborative filtering
Natural language processing
Adam (robot)
Theoretical foundations
Machine learning
Data mining
Data stream mining
Metadata
Artificial intelligence
Graph theory
Optimization (mathematics)
First-order logic
Bayes' theorem
Bayesian inference
Classification and regression
Statistical classification
Cluster analysis
Naive Bayes classifier
Regression analysis
Logistic regression
Bayesian linear regression
Association rule learning
Decision tree learning
Random forest
Support vector machine
Bootstrap aggregating
Principal component analysis
Independent component analysis
Boosting
Artificial neural network
Knowledge and reasoning systems
Knowledge engineering
Knowledge representation and reasoning
Knowledge discovery
Automated reasoning
Semantic reasoner
Ontology (information science)
Expert system
Production system
Semantic Web
Resource Description Framework
Semantic network
Automated theorem proving
Software tools
Orange (software)
Prolog
R (programming language)
RapidMiner
SAS (software)
Weka (machine learning)