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Python Machine Learning Blueprints

You're reading from   Python Machine Learning Blueprints Put your machine learning concepts to the test by developing real-world smart projects

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Product type Paperback
Published in Jan 2019
Publisher Packt
ISBN-13 9781788994170
Length 378 pages
Edition 2nd Edition
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Authors (3):
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Michael Roman Michael Roman
Author Profile Icon Michael Roman
Michael Roman
Alexander Combs Alexander Combs
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Alexander Combs
Saurabh Chhajed Saurabh Chhajed
Author Profile Icon Saurabh Chhajed
Saurabh Chhajed
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Table of Contents (13) Chapters Close

Preface 1. The Python Machine Learning Ecosystem FREE CHAPTER 2. Build an App to Find Underpriced Apartments 3. Build an App to Find Cheap Airfares 4. Forecast the IPO Market Using Logistic Regression 5. Create a Custom Newsfeed 6. Predict whether Your Content Will Go Viral 7. Use Machine Learning to Forecast the Stock Market 8. Classifying Images with Convolutional Neural Networks 9. Building a Chatbot 10. Build a Recommendation Engine 11. What's Next? 12. Other Books You May Enjoy

Predict whether Your Content Will Go Viral

Like many great things, this all begins with a bet. It was 2001, and Jonah Peretti, a graduate student at MIT at the time, was procrastinating. Instead of writing his thesis, he had decided to take up Nike on their offer to personalize a pair of sneakers. Under a recently launched program, anyone could do so from their website, NIKEiD. The only problem, at least from Nike's point of view, was that emblazoning them with the word sweatshop, as Peretti had requested, was a non-starter. Peretti, in a series of emails, demurred pointing out that in no way did the word fall into any of the categories of objectionable terms that would result in his personalization request being rejected.

Peretti, believing others might find the back-and-forth with Nike's customer service representatives amusing as well, forwarded them to a number of...

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