Matching and deduplicating
Html tutorial
Webscraping tutorial
Ab testing tutorial
Indicator variables
Classification trees
Default
Intro to r
Rails routing

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Introduction to Machine Learning

3 Lessons, 1 Problem Set, and 1 Project

This course is designed to introduce you to machine learning, specifically using classification trees. You will learn how to perform advanced matching in R, use regular expressions, and build predictive models.

How to A/B Test

3 Lessons, 1 Problem Set, and 1 Project

This course is designed to teach you how to perform A/B Testing. We will cover the statistical concepts required in A/B Testing as well as how to perform data wrangling in R.

Build a Web Scraper

3 Lessons and 1 Project

The course is designed to teach you how to build an elementary web scraper in Python. In the process, we'll help you build a functional Craigslist scraper. You'll build another scraper from scratch at the end of the course too!

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