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![Automated Machine Learning for Business](/uploads/posts/2021-09/1630508048_cov250mk.jpg)
Автор: Kai R. Larsen, Daniel S. Becker
Издательство: Oxford University Press
Год: 2021
Страниц: 333
Язык: английский
Формат: pdf (true)
Размер: 23.7 MB
Teaches the Machine Learning process for business students and professionals using Automated Machine Learning (AutoML), a new development in data science that requires only a few weeks to learn instead of years of training. Though the concept of computers learning to solve a problem may still conjure thoughts of futuristic Artificial Intelligence, the reality is that Machine Learning algorithms now exist within most major software, including Websites and even word processors. In this book, Larsen and Becker teach the Machine Learning process using a new development in data science: Automated Machine Learning. AutoML, when implemented properly, makes machine learning accessible by removing the need for years of experience in the most arcane aspects of data science, such as math, statistics, and computer science. While this book will stick to easy-to-use graphical interfaces, the content of the book is transformable to a class teaching AutoML through a coding approach, primarily with R or Python.