Machine Learning: Concepts, Tools and Data Visualization

Machine Learning: Concepts, Tools and Data Visualization
by Minsoo Kang(Author), Eunsoo Choi(Author)
Publisher finelybook 出版社: ‎World Scientific Publishing Company (March 29, 2021)
Language 语言: ‎English
Print length 页数: ‎296 pages
ISBN-10: ‎9811228140
ISBN-13: ‎9789811228148
Book Description
This set of lecture notes, written for those who are unfamiliar with mathematics and programming, introduces the reader to important concepts in the field of machine learning. It consists of three parts. The first is an overview of the history of artificial intelligence, machine learning, and data science, and also includes case studies of well-known AI systems. The second is a step-by-step introduction to Azure Machine Learning, with examples provided. The third is an explanation of the techniques and methods used in data visualization with R, which can be used to communicate the results collected by the AI systems when they are analyzed statistically. Practice questions are provided throughout the book.