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Pragmatic AI : an introduction to cloud-based machine learning

Author: Noah Gift
Publisher: Boston : Addison Wesley, [2019] ©2019
Series: Addison-Wesley data and analytics series.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
Pragmatic AI is the first truly practical guide to solving real-world problems with contemporary machine learning, artificial intelligence, and cloud computing tools. Writing for students who aren't professional data scientists, Noah Gift demystifies all the tools and technologies you need to get results. He illuminates powerful off-the-shelf cloud-based solutions from Google, Amazon, and Microsoft, as well as  Read more...
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Document Type: Book
All Authors / Contributors: Noah Gift
ISBN: 0134863860 9780134863863
OCLC Number: 1011515786
Description: xvii, 248 pages : illustrations ; 24 cm.
Contents: Introduction to pragmatic AI --
AI and ML toolchain --
Spartan AI lifecycle --
Cloud AI development with Google Cloud Platform --
Cloud AI development with Amazon Web Services --
Predicting social-media influence in the NBA --
Creating an intelligent slackbot on AWS --
Finding project management insights from a GitHub organization --
Dynamically optimizing EC2 instances on AWS --
Real estate --
Production AI for user-generated content --
AI accelerators --
Deciding on cluster size.
Series Title: Addison-Wesley data and analytics series.
Other Titles: Pragmatic artificial intelligence
Introduction to cloud-based machine learning
Responsibility: Noah Gift.

Abstract:

A practical guide to solving real-world problems with contemporary machine learning, artificial intelligence, and cloud computing tools, such as off-the-shelf cloud-based solutions from Google,  Read more...

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