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Python Machine Learning Projects
Build an App to Find Cheap Airfares
The Course Overview
Sourcing Airfare Pricing Data
Retrieving the Fare Data with Advanced Web Scraping Techniques
Parsing the DOM to Extract Pricing Data
Sending Real-Time Alerts Using IFTTT
Putting It All Together
Forecast the IPO Market Using Logistic Regression
The IPO Market
Feature Engineering
Binary Classification
Feature Importance
Create a Custom Newsfeed
Creating a Supervised Training Set with the Pocket App
Using the embed.ly API to Download Story Bodies
Natural Language Processing Basics
Support Vector Machines
IFTTT Integration with Feeds, Google Sheets, and E-mail
Setting Up Your Daily Personal Newsletter
Forecasting the Stock Market with Machine Learning
What Does Research Tell Us about the Stock Market?
Developing a Trading Strategy
Building a Model and Evaluating Its Performance
Modeling with Dynamic Time Warping
Build an Image Similarity Engine
Machine Learning on Images
Working with Images
Finding Similar Images
Building an Image Similarity Engine
Building a Chatbot
The Design of Chatbots
Building a Chatbot
Finding Similar Images
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