Open Courses

This course introduces you to data science concepts, data exploration, and preparation in Python to prepare you to participate in machine learning competitions on Analytics Vidhya.

This course contains all of the lessons from swirl's Statistical Inference Course. Learn about probability, confidence intervals, and sampling all within RStudio.

我們將在 R 語言導論學習這個熱門的開源軟體，包含因素向量、清單與資料框等資料類別。

This course contains all lessons from swirl's Regression Models Course. Learn to perform various types of regressions in R and run model diagnostics to help interpret the results.

This course contains all of the lessons from swirl's Exploratory Data Analysis Course. Here you will learn how to work with data sets and visualize them using powerful tools in R.

Are all Yelp restaurant reviews created equal? You will learn the techniques to “cut through the noise” and deliver useful metrics for finding a great place to eat on Friday night!

DrivenData hosts data science competitions to save the world. In this course, you'll predict which water pumps throughout Tanzania are functional, need repairs, or don't work.

This course will introduce you to the very basics of R, from running simple functions to manipulating data sets and creating graphs.