Course curriculum
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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
- BUILD AN APP TO FIND CHEAP AIRFARES : Quiz
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FORECAST THE IPO MARKET USING LOGISTIC REGRESSION
- The IPO Market
- Feature Engineering
- Binary Classification
- Feature Importance
- FORECAST THE IPO MARKET USING LOGISTIC REGRESSION : Quiz
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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
- CREATE A CUSTOM NEWSFEED : Quiz
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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
- FORECASTING THE STOCK MARKET WITH MACHINE LEARNING : Quiz
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BUILD AN IMAGE SIMILARITY ENGINE
- Machine Learning on Images
- Working with Images
- Finding Similar Images
- Building an Image Similarity Engine
- BUILD AN IMAGE SIMILARITY ENGINE : Quiz
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BUILDING A CHATBOT
- The Design of Chatbots
- Building a Chatbot
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End of Course Quiz
- Python Machine Learning Projects_WIP : Final Quiz
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End of Course Survey
- End of Course Survey