December 2020
Beginner to intermediate
448 pages
11h 21m
English
book
Predictive Analytics: Data Mining, Machine Learning and Data Science for Practitioners, 2nd Edition
by Dursun Delen
Content preview from Predictive Analytics: Data Mining, Machine Learning and Data Science for Practitioners, 2nd Edition
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Contents
Chapter 1 Introduction to Analytics
Why the Sudden Popularity of Analytics and Data Science?
The Application Areas of Analytics
The Main Challenges of Analytics
A Longitudinal View of Analytics
A Simple Taxonomy for Analytics
The Cutting Edge of Analytics: IBM Watson
Chapter 2 Introduction to Predictive Analytics and Data Mining
The Most Common Data Mining Applications
What Kinds of Patterns Can Data Mining Discover?
The Dark Side of Data Mining: Privacy Concerns
Chapter 3 Standardized Processes for Predictive Analytics
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.