User:Jayvanzyl/Books/Data Science: Basic Machine Learning
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Data Science: Basic Machine Learning
[edit]- Machine learning
- Artificial intelligence
- Mathematical model
- Arthur Samuel
- Data mining
- Supervised learning
- Regression analysis
- Reinforcement learning
- Decision tree learning
- Linear regression
- Naive Bayes classifier
- K-nearest neighbors algorithm
- Probably approximately correct learning
- Support vector machine
- Random forest
- Bayesian statistics
- Backpropagation
- Artificial neural network
- Information retrieval
- Test set
- Logistic regression
- Linear discriminant analysis
- Feature vector
- Unsupervised learning
- Cluster analysis
- K-means clustering
- Principal component analysis
- Independent component analysis
- Non-negative matrix factorization
- Singular value decomposition
- Multivariate analysis
- Statistical classification
- Feature engineering
- Feature learning
- Bayesian network
- Deep learning