Artificial Intelligence for Business: What You Need to Know About Machine Learning and Neural Networks (Pearson Business Analytics Series) - Softcover

Rose, Doug

Softcover

ISBN 10: 0136556612 ISBN 13: 9780136556619

Publisher: Pearson, 2021

Synopsis

The Easy Introduction to Machine Learning (Ml) for Nontechnical People--In Business and Beyond

Artificial Intelligence for Business is your plain-English guide to Artificial Intelligence (AI) and Machine Learning (ML): how they work, what they can and cannot do, and how to start profiting from them. Writing for nontechnical executives and professionals, Doug Rose demystifies AI/ML technology with intuitive analogies and explanations honed through years of teaching and consulting. Rose explains everything from early “expert systems” to advanced deep learning networks.


First, Rose explains how AI and ML emerged, exploring pivotal early ideas that continue to influence the field. Next, he deepens your understanding of key ML concepts, showing how machines can create strategies and learn from mistakes. Then, Rose introduces current powerful neural networks: systems inspired by the structure and function of the human brain. He concludes by introducing leading AI applications, from automated customer interactions to event prediction. Throughout, Rose stays focused on business: applying these technologies to leverage new opportunities and solve real problems.

• Compare the ways a machine can learn, and explore current leading ML algorithms
• Start with the right problems, and avoid common AI/ML project mistakes
• Use neural networks to automate decision-making and identify unexpected patterns
• Help neural networks learn more quickly and effectively
• Harness AI chatbots, virtual assistants, virtual agents, and conversational AI applications

About this title

About the Author

Doug Rose has been transforming organizations through technology, training, and process optimization for more than 25 years. He is the author of the Project Management Institute (PMI) first major publication on the agile framework, Leading Agile Teams. He is also the author of Data Science: Create Teams That Ask the Right Questions and Deliver Real Value and Enterprise Agility for Dummies.


Doug has a master degree (MS) in information management, a law degree (JD) from Syracuse University, and a BA from the University of Wisconsin-Madison. He is also a Scaled Agile Framework Program Consultant (SPC), Certified Technical Trainer (CTT+), Certified Scrum Professional (CSP-SM), Certified Scrum Master (CSM), PMI Agile Certified Professional (PMI-ACP), Project Management Professional (PMP), and Certified Developer for Apache Hadoop (CCDH). You can attend his lively and engaging business and project management courses at the University of Chicago or online through LinkedIn Learning.


Doug works through Doug Enterprises, an organization with an office in whatever city he lives. Currently he lives in Atlanta, Georgia, where he spends his free time either riding a stationary recumbent bike or explaining the Marvel Universe to his son.

Edition details

• Publisher: Pearson
• Publication date: 2021
• ISBN 10: 0136556612
• ISBN 13: 9780136556619
• Binding: Paperback
• Language: English
• Edition number: 2
• Number of pages: 272