TY - BOOK ID - 101108511 TI - Automated machine learning for business AU - Larsen, Kai R. AU - Becker, Daniel S. PY - 2021 SN - 0197601499 0190941685 9780190941659 0190941650 9780190941666 0190941669 PB - New York : Oxford University Press, DB - UniCat KW - Machine learning KW - Decision making KW - Business planning KW - Industrial applications KW - Statistical methods KW - Data processing KW - Business enterprises KW - Business plans KW - Corporate planning KW - Corporate strategy KW - Corporations KW - Strategy, Corporate KW - Planning KW - Strategic planning KW - Deciding KW - Decision (Psychology) KW - Decision analysis KW - Decision processes KW - Making decisions KW - Management KW - Management decisions KW - Choice (Psychology) KW - Problem solving KW - Learning, Machine KW - Artificial intelligence KW - Machine theory KW - Business planning - Data processing - Textbooks KW - Business planning - Statistical methods - Textbooks KW - Machine learning - Industrial applications - Textbooks KW - Decision making - Statistical methods - Textbooks UR - https://www.unicat.be/uniCat?func=search&query=sysid:101108511 AB - This book teaches the full process of how to conduct machine learning in an organizational setting. It develops the problem-solving mind-set needed for machine learning and takes the reader through several exercises using an automated machine learning tool. To build experience with machine learning, the book provides access to the industry-leading AutoML tool, DataRobot, and provides several data sets designed to build deep hands-on knowledge of machine learning. ER -