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So far leaPAdmin has created 4 blog entries.

Unsupervised Learning

Clustering K-Means Dimensionality reduction PCA

By | November 6th, 2016|Uncategorized|Comments Off on Unsupervised Learning

Supervised learning

Perceptron Linear regression SVM and kernel methods Decision trees Bayesian methods Neural networks Deep Learning

By | November 6th, 2016|Uncategorized|Comments Off on Supervised learning

Practices

Stochastic Gradient Descent Model selection boosting Regularization

By | November 6th, 2016|Uncategorized|0 Comments

Theory

Formalization of learning VC dimension Bias - Variance tradeoff

By | November 6th, 2016|Uncategorized|Comments Off on Theory