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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
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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

Use Machine Learning to Forecast the Stock Market

Just recently, I was reading an article that described the tremendous success of a particular treatment in combating the Methicillin-resistant Staphylococcus aureus (MRSA) superbug. If you haven't heard of MRSA directly, it is likely you've heard something about current concerns that we are headed toward a time when our antibiotics will no longer be effective. This is largely an inevitable phenomenon that occurs because some bugs in the population are genetically more resistant to the relevant drug. When bugs that are susceptible to the drug are wiped out during treatment, the remaining drug-resistant bugs then reproduce and become the dominant variant in the population. To combat this, scientists are constantly pushing the boundaries of science to find new ways to combat these bugs.

In biology, this situation is called...

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