Description
Textbook in PDF and EPUB formats
Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it to learn for themselves. Machine learning algorithms are used in a wide variety of applications, such as email filtering and computer vision, where it is difficult or unfeasible to develop conventional algorithms to perform the needed tasks.
Data Mining
Data Mining Applications
Machine Learning
Classification
Clustering
Association Rule Learning
Reinforcement Learning Algorithms
Natural Language Processing
Deep Learning
Dimensionality Reduction
Model Selection
Ensemble Models