Machine Learning and Its Application: A Quick Guide for Beginners
Author: Indranath Chatterjee
Publisher Finelybook 出版社： Bentham Science Publishers (December 22, 2021)
Language 语言： English
pages 页数： 358 pages
ISBN-10 书号： 1681089416
ISBN-13 书号： 9781681089416
Machine Learning and Its Application: A Quick Guide for Beginners aims to cover most of the core topics required for study in machine learning curricula included in university and college courses. The textbook introduces readers to central concepts in machine learning and artificial intelligence, which include the types of machine learning algorithms and the statistical knowledge required for devising relevant computer algorithms. The book also covers advanced topics such as deep learning and feature engineering.
8 organized chapters on core concepts of machine learning for learners
Accessible text for beginners unfamiliar with complex mathematical concepts
Introductory topics are included, including supervised learning, unsupervised learning, reinforcement learning and predictive statistics
Advanced topics such as deep learning and feature engineering provide additional information
Introduces readers to python programming with examples of code for understanding and practice
Includes a summary of the text and a dedicated section for references
Machine Learning and Its Application: A Quick Guide for Beginners is an essential book for students and learners who want to understand the basics of machine learning and equip themselves with the knowledge to write algorithms for intelligent data processing applications.