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Author Hudgeon, Doug, author.

Title Machine learning for business : using Amazon SageMaker and Jupyter / Doug Hudgeon and Richard Nichol

Publication Info. Shelter Island, NY : Manning Publications Co., [2020]
Location Call No. Status
 95th Street Adult Nonfiction  006.31 HUD 2020    DUE 03-23-21
 Naper Blvd. Adult Nonfiction-NEW  006.31 HUD    DUE 03-10-21
 Nichols Adult Nonfiction  006.31 HUD    DUE 03-22-21 +1 HOLD
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Description xxi, 256 pages : illustrations ; 24 cm
Note Includes index
Contents Part 1. Machine learning for business. How machine learning applies to your business -- Part 2. Six scenarios: machine learning for business. Should you send a purchase order to a technical approver? -- Should you call a customer because they are at risk of churning? -- Should an incident be escalated to your support team? -- Should you question an invoice sent by a supplier? -- Forecasting your company's monthly power usage -- Improving your company's monthly power usage forecast -- Part 3. Moving machine learning into production. Serving predictions over the web -- Case studies
Summary "Machine learning can deliver hugs benefits for everyday business tasks. With some guidance, you can get those big wins yourself without complex math or highly paid consultants! If you can crunch numbers in Excel, you can use modern ML services to efficiently direct marketing dollars, identify and keep your best customers, and optimize back office processes. This book shows you how. "Machine learning for business" teaches business-oriented machine learning techniques you can do yourself. Concentrating on practical topics like customer retention, forecasting, and back office processes, you'll work through six projects that help you form an ML-for-business mindset. To guarantee your success, you'll use the Amazon SageMaker ML service, which makes it a snap to turn your questions into results."-- Provided by publisher
Subject Machine learning.
Artificial intelligence -- Industrial applications.
Business enterprises -- Technological innovations.
Industrial productivity -- Automation.
Added Author Nichol, Richard, author.
Added Title Using Amazon SageMaker and Jupyter
ISBN 9781617295836
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