Learning Data Mining with Python
| By: | Robert Layton |
| Publisher: | Packt Publishing |
| Print ISBN: | 9781784396053 |
| eText ISBN: | 9781784391201 |
| Edition: | 1 |
| Copyright: | 2015 |
| Format: | Reflowable |
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Details
Table of Contents
Book Description
If you are a programmer who wants to get started with data mining, then this book is for you.What you will learn
- Apply data mining concepts to realworld problems
- Predict the outcome of sports matches based on past results
- Determine the author of a document based on their writing style
- Use APIs to download datasets from social media and other online services
- Find and extract good features from difficult datasets
- Create models that solve realworld problems
- Design and develop data mining applications using a variety of datasets
- Set up reproducible experiments and generate robust results
- Recommend movies, online celebrities, and news articles based on personal preferences
- Compute on big data, including realtime data from the Internet