Anitha Ramesh

CART Algorithm Example

CART Algorithm

DFA Minimization

Epsilon-NFA to DFA Subset Construction

RE в DFA Thompson Construction

Обратный алгоритм HMM

Hidden Markov Models & Forward Algorithm

Markov Model

Иерархическая кластеризация

ЭМ для модели гауссовых смесей

Gaussian Mixtures Model

K Means Clustering

Оценка максимального правдоподобия (MLE)

SVM

Kernel Functions

Kernel Trick

Polynomial curve fitting

Expectation, Variance, Covariance and Quantiles

Random Variables and Probability Distribution

Total Probability, Bayes Rule and Conditional Independence

Probability

Types of ML

Introduction to Machine Learning

SQL Queries Part 1

SQL Queries p2

SQL Views

SQL Constraints

Introduction to SQL Commands

Extended ER Features

ER Model