Feature Selection and Data Mining

Unsupervised Learning: Hierarchical Clustering and Dendrograms

Feature selection in machine learning | Full course

Unsupervised Learning: Mixture Models

Data Mining Feature Selection Using WEKA

Andrew Ng: Opportunities in AI - 2023

Normalization Vs. Standardization (Feature Scaling in Machine Learning)

The Pareto front and Lex Parsimoniae

Model selection: Information criteria

Neural Networks: 1-Layer Networks

Supervised versus Unsupervised Learning

Supervised Learning and Linear Discriminants

Nonlinear Regression and Gradient Descent

Model selection: Cross validation

Deep Convolutional Neural Networks

Feature Selection

Data Analysis: Clustering and Classification (Lec. 1, part 2)

Multi-Layer Networks and Activation Functions

Machine Learning for Everybody – Full Course

Types Of Machine Learning | Machine Learning Algorithms | Machine Learning Tutorial | Simplilearn

Top 10 Algorithms in Data Mining (2008)