Harvard University Courses

Fat Chance: Probability from the Ground Up

5 reviews

Increase your quantitative reasoning skills through a deeper understanding of probability and statistics.

• edX
• 7 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Linear Models and Matrix Algebra

12 reviews

Harvard's 4-week online course explores linear models and matrix algebra using R programming. Ideal for statisticians and biologists, it forms part of two professional certificates.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Statistical Inference and Modeling for High-throughput Experiments

4 reviews

A focus on the techniques commonly used to perform statistical inference on high throughput data.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Probability

23 ratings at edX

Learn probability, an essential language and set of tools for understanding data, randomness, and uncertainty.

• edX
• 10 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

Calculus Applied!

13 ratings at edX

Apply tools of single-variable calculus to create and analyze mathematical models used by real practitioners in social, life, and physical sciences.

• edX
• 10 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Data Science: Linear Regression

15 ratings at edX

Learn how to use R to implement linear regression, one of the most common statistical modeling approaches in data science.

• edX
• 8 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Statistics 110 - Probability

Harvard University offers a comprehensive 27-hour introduction to probability, covering topics like Bayes' Theorem, random variables, univariate and multivariate distributions, limit theorems, and Markov chains.

• YouTube
• 1 day 3 hours
• On-Demand
• Free Online Course