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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

Build a Recommendation Engine

Like so many things, it was born of frustration and stiff cocktails. It was a Saturday, and the two young men were once again stuck without a date for the night. As they sat pouring drinks and sharing laments, the two Harvard freshmen began to flesh out an idea. What if, instead of relying on random chance to meet the right girl, they could use a computer algorithm?

The key to matching people up, they felt, would be to create a set of questions that provided the sort of information everyone is really looking for on those first awkward dates. By matching people using these questionnaires, you could eliminate dates that could best be avoided. The process would be super efficient.

The idea was to market their new service to college students in Boston and around the country. And in short order, that's exactly what they did.

Soon after, the digital...

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