Harvard University Online Courses
Harvard University needs no introduction. One of the top universities in the world, people as varied as Bill Gates and Barack Obama have studied there.
Many of the online courses at Harvard University are even free. This makes it a fantastic place to study topics like computer science, project management, history, literature and more.
Data Science: Linear Regression
Learn how to use R to implement linear regression, one of the most common statistical modeling approaches in data science.
Data Science: Inference and Modeling
Learn inference and modeling: two of the most widely used statistical tools in data analysis.
Data Science: Probability
Learn probability theory — essential for a data scientist — using a case study on the financial crisis of 2007–2008.
Data Science: Visualization
Learn basic data visualization principles and how to apply them using ggplot2.
Data Science: Machine Learning
Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.
Introduction to Linear Models and Matrix Algebra
Learn to use R programming to apply linear models to analyze data in life sciences.
High-Dimensional Data Analysis
A focus on several techniques that are widely used in the analysis of high-dimensional data.
Professional Certificate in Data Science
This program gives you useful skills to tackle real-world data analysis challenges, covering concepts like probability, inference, regression, and machine learning.
Causal Diagrams: Draw Your Assumptions Before Your Conclusions
Learn simple graphical rules that allow you to use intuitive pictures to improve study design and data analysis for causal inference.
Statistics and R
An introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.
Data Science: R Basics
Build a foundation in R and learn how to wrangle, analyze, and visualize data.