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.
Exhibits
1.1 Programming the Anscombe Quartet (Python)
1.2 Programming the Anscombe Quartet (R)
2.1 Shaking Our Bobbleheads Yes and No (Python)
2.2 Shaking Our Bobbleheads Yes and No (R)
3.1 Measuring and Modeling Individual Preferences (Python)
3.2 Measuring and Modeling Individual Preferences (R)
4.1 Market Basket Analysis of Grocery Store Data (Python)
4.2 Market Basket Analysis of Grocery Store Data (R)
5.1 Working with Economic Data (Python)
5.2 Working with Economic Data (R)
6.1 Call Center Scheduling (Python)
6.2 Call Center Scheduling (R)
7.1 Text Analysis of Movie Taglines (Python)
7.2 Text Analysis of Movie Taglines (R)
8.1 Sentiment Analysis and Classification of Movie Ratings (Python)
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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.