Machine Learning

A set of methods that can automatically detect patterns in data, and then use the patterns to predict future data, or to perform other kinds of decision making under certainty.

Machine Learning: A Probabilistic Perspective

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Children

1. Concept Learning
2. Cross Validation
3. Curse of Dimensionality
4. Dimensionality Reduction
5. K Nearest Neighbours
6. Kaggle
7. Likelihood
8. Linear Regression
9. Logistic Regression
10. Parametric and Non-parametric Models
11. Posterior
12. Posterior Predictive Distribution
13. Principal Components Analysis
14. Prior
15. Supervised Learning
16. Tenenbaum Number Guessing
17. Training Set
18. Unsupervised Learning