Data Science: Inference and Modeling

Harvard University on edX

Learn inference and modeling: two of the most widely used statistical tools in data analysis.

About this course

Learn inference and modeling: two of the most widely used statistical tools in data analysis.

What you’ll learn

  • The concepts necessary to define estimates and margins of errors of populations, parameters, estimates and standard errors in order to make predictions about data
  • How to use models to aggregate data from different sources
  • The very basics of Bayesian statistics and predictive modeling
Type
Short Course
Experience Level
Beginner
Duration
8 weeks
Cost
Free
Topic(s)

Frequently Asked Questions

What is a short course?

With a short course, you’ll typically deep-dive into a specific area of interest within a broader topic.

Short courses are typically between 1 and 12 hours in duration, and in the case of guided courses (i.e. with live instructors), are sometimes spread over a number of days or weeks. Most short courses are self-paced, which means you progress through a series of videos and projects at your own pace.

Depending on the institution and the platform, you may also get a certificate of completion that you can add to your LinkedIn profile.

Is this really 100% online?

This course is completely online, so you can study from anywhere! All you’ll need is a device with an internet connection, such as a computer or a smartphone. If the course has any live, instructor-led sessions, you may need a microphone and possibly a webcam to fully participate. The instructor will make you aware of this beforehand.