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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

Sending real-time alerts using IFTTT

To have a chance at getting these cheap fares, we're going to need to know in nearly real time when they happen. To accomplish this, we'll use a service called If This Then That (IFTTT). This free service allows you to connect a huge number of services with a series of triggers and actions. Want to save as many pictures as you like on Instagram to your iPhone photos? Want to get an email every time a particular person tweets? Want your Facebook updates posted to Twitter? IFTTT can do all of this. Go through the following steps:

  1. The first step is to sign up for an account at http://www.ifttt.com.
  2. Once you've done that, you'll need to sign up for the Maker channel, https://ifttt.com/maker_webhooks, and the SMS channel, https://ifttt.com/sms.
  3. Maker allows you to create IFTTT recipes by sending and receiving HTTP requests.
  4. ...
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