Zachary Jarvinen - Enterprise AI For Dummies

Enterprise AI For Dummies

Published by: John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ 07030-5774, www.wiley.com

Copyright 2020 by John Wiley & Sons, Inc., Hoboken, New Jersey

Published simultaneously in Canada

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Library of Congress Control Number: 2020941002

ISBN: 978-1-119-69629-2 (pbk); ISBN 978-1-119-69638-4 (ebk); ISBN 978-1-119-69639-1 (ebk)

1. Chapter 1
2. Chapter 3
3. Chapter 4
4. Chapter 6
5. Chapter 13

1. Chapter 1
2. Chapter 3
3. Chapter 4
4. Chapter 7
5. Chapter 9
6. Chapter 13
7. Chapter 16
8. Chapter 18
9. Chapter 19
10. Chapter 20
11. Chapter 22
12. Chapter 24

What we want is a machine that can learn from experience.

Alan Turing, Lecture to the London Mathematical Society, 20 February 1947

The whizbang aspects of artificial intelligence get lots of press and screen time. Consider a few recent headlines:

• The U.S. Army is creating robots that can follow orders.
• DeepMinds AI has now outcompeted nearly all human players at StarCraft II.
• A robotic hand taught itself to solve a Rubiks Cube after creating its own training regime.
• A new AI fake text generator may be too dangerous to release, say creators.
• This AI bot writes such convincing ads that Chase just hired it to write marketing copy.

Remember back when the caption Wi-Fi Ready or Bluetooth Ready was stamped in a starburst graphic on the front of boxes for everything from televisions to refrigerators? AI has now reached that exalted status.

Of course, you have the smart speaker of your choice and maybe a smart thermostat. But wait, theres more. You can get an AI-powered toothbrush that tattles to your smartphone about your brushing habits, via Bluetooth of course. An AI-enabled pill dispenser reminds you to take your medicine. And an AI-powered vacuum cleaner tidies up before the dinner guests arrive.

But AI is not just about gadgets and novelties. It also keeps the store from running out of water, batteries, and strawberry-flavored Pop-Tarts during hurricane season. It makes sure that a factory doesnt exceed emissions standards. It figures out supply chain logistics, taking into account product quality, weather, tariffs, geo-political hotspots, compliance, and a host of other factors.

AI is also about increasing revenue and creating jobs. Yes, you read that last part right. Contrary to common warnings, AI could boost employment levels by 10 percent if the rest of the world invested in AI and human-machine collaboration at the same level as the top performing 20 percent.

In this current AI renaissance, new advances appear on a near-daily basis, and thats a good thing. But this book isnt about the new, sexy, flashy, bleeding-edge, headline-grabbing utopian AI. It isnt about the futuristic dystopian AI dreams portrayed in movies, books, and conspiracy theories either.

This book is about what AI can do for you, right now, in your business. Its about well-established, tried-and-true technology and processes that are currently being used in businesses and organizations all over the world to help humans become more productive, more accurate, more efficient, and more understanding.

What you wont find in this book:

• Deep dives into the mathematics and science underpinning AI
• Coding tutorials, examples of coding, or coding exercises
• Libraries and packages that you have to download and install
• Exercises to complete or problems to solve

What you will find in this book:

• A survey of the market drivers for AI and the enabling technology that makes it possible
• A very high-level, laypersons overview of the algorithms and techniques that pragmatic AI uses
• A quick stroll down AI memory lane to see if you recognize early implementations you likely used
• Some tips on picking a solid use case for your first AI project for your business
• A survey of 21 vertical and horizontal markets to see how pragmatic AI can help you now