Courses

Build practical deep learning skills for Python-savvy professionals.

This 17-week online credential program from Harvard Business School (HBS) Online will teach you the fundamental skills professionals need to succeed today.  

Learn skills and tools that support data science and reproducible research, to ensure you can trust your own research results, reproduce them yourself, and communicate them to others.

A focus on several techniques that are widely used in the analysis of high-dimensional data.

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

Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.

This course from Harvard Business School (HBS) Online will teach you the practical skills to turn data insights into strategic action.

Focusing on the basics of machine learning and embedded systems, such as smartphones, this course will introduce you to the “language” of TinyML.

Learn basic data visualization principles and how to apply them using ggplot2.

An introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.

Learn advanced approaches to genomic visualization, reproducible analysis, data architecture, and exploration of cloud-scale consortium-generated genomic data.

A gentle introduction to programming that prepares you for subsequent courses in coding.

Take your introductory knowledge of Python programming to the next level and learn how to use Python 3 for your research.

This course is a variant of Harvard University's introduction to computer science, CS50, designed especially for lawyers (and law students).

Learn to use machine learning in Python in this introductory course on artificial intelligence.

The structure, annotation, normalization, and interpretation of genome scale assays.

Explore the risks and rewards of data privacy and collection.

Develop skills in digital research and visualization techniques across subjects and fields within the humanities.

Show what you’ve learned from the Professional Certificate Program in Data Science.

Explore the risks and rewards of data privacy and collection.

Keep your projects organized and produce reproducible reports using GitHub, git, Unix/Linux, and RStudio.

Learn about the development of 2D and 3D interactive games in this hands-on course, as you explore the design of games such as Super Mario Bros., Pokémon, Angry Birds, and more.

Join Harvard University instructor Pavlos Protopapas in this online course to learn how to use Python to harness and analyze data.

Learn how to use decision trees, the foundational algorithm for your understanding of machine learning and artificial intelligence.

Build a foundation in R and learn how to wrangle, analyze, and visualize data.

This course picks up where CS50 leaves off, diving more deeply into the design and implementation of web apps with Python, JavaScript, and SQL using frameworks like Django, React, and Bootstrap.

Combine literary research with data science to find answers in unexpected ways. Learn basic coding tools to help save time and draw insights from thousands of digital documents at once.

Learn introductory programming and data analysis in MATLAB, with applications to biology and medicine.

Learn how to effectively use data to tackle your business decisions. Designed for managers, this course provides a hands-on approach for demystifying the data science ecosystem and making you a more conscientious consumer of information.

This is CS50’s introduction to computer science and tech literacy for business professionals.