ENGLISH

Machine Learning: Concepts, Tools and Data Visualization

By Minsoo Kang , Eunsoo Choi

Book information

Publisher
World Scientific Publishing Company
Year
2021
ISBN
9811228140, 9789811228148
Language
english
Format
RAR
Filesize
151 MB (158058155 bytes)
Pages
296\0
Time added
2023-07-25 04:28:12

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.

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