October 2014
Beginner to intermediate
448 pages
14h 16m
English
book
Modeling Techniques in Predictive Analytics with Python and R: A Guide to Data Science
by Thomas W. Miller
Content preview from Modeling Techniques in Predictive Analytics with Python and R: A Guide to Data ScienceBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.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.
Tables
1.1 Data for the Anscombe Quartet
2.1 Bobbleheads and Dodger Dogs
2.2 Regression of Attendance on Month, Day of Week, and Bobblehead Promotion
3.1 Preference Data for Mobile Communication Services
4.1 Market Basket for One Shopping Trip
4.2 Association Rules for a Local Farmer
6.1 Call Center Shifts and Needs for Wednesdays
6.2 Call Center Problem and Solution
8.1 List-Based Sentiment Measures from Tom’s Reviews
8.2 Accuracy of Text Classification for Movie Reviews (Thumbs-Up or Thumbs-Down)
8.3 Random Forest Text Measurement Model Applied to Tom’s Movie Reviews
9.1 New York Mets’ Early Season Games in 2007
9.2 New York Yankees’ Early Season Games in 2007
10.1 California Housing Data: Original and Computed Variables
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.