Harvard University Courses

Harvard CS50 – Full Computer Science University Course

648 reviews

Learn the basics of computer science from Harvard University. This is CS50, an introduction to the intellectual enterprises of computer science and the art of programming.

• freeCodeCamp
• 24 hours
• On-Demand
• Free Video

CS50's Introduction to Computer Science

189 reviews

An introduction to the intellectual enterprises of computer science and the art of programming.

• edX
• 12 weeks, 6-18 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Advanced Algorithms - COMPSCI 224

29 reviews

Explore cutting-edge algorithmic techniques through comprehensive lectures, enhancing problem-solving skills and deepening understanding of complex computational challenges.

• YouTube
• 1 day 11 hours
• On-Demand
• Free Video

CS50's Introduction to Artificial Intelligence with Python

24 reviews

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

• edX
• 7 weeks, 10-30 hours a week
• On-Demand
• Free Online Course (Audit)

CS50's Computer Science for Business Professionals

18 reviews

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

• edX
• 6 weeks, 2-6 hours a week
• On-Demand
• Free Online Course (Audit)

CS50's Understanding Technology

15 reviews

This is CS50’s introduction to technology for students who don’t (yet!) consider themselves computer persons.

• edX
• 6 weeks, 2-6 hours a week
• On-Demand
• Free Online Course (Audit)

CS50's Computer Science for Lawyers

8 reviews

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

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

Fundamentals of TinyML

57 ratings at edX

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

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

Applications of TinyML

17 ratings at edX

Get the opportunity to see TinyML in practice. You will see examples of TinyML applications, and learn first-hand how to train these models for tiny applications such as keyword spotting, visual wake words, and gesture recognition.

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

Deploying TinyML

15 ratings at edX

Learn to program in TensorFlow Lite for microcontrollers so that you can write the code, and deploy your model to your very own tiny microcontroller. Before you know it, you’ll be implementing an entire TinyML application.

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

MLOps for Scaling TinyML

8 ratings at edX

This course introduces learners to Machine Learning Operations (MLOps) through the lens of TinyML (Tiny Machine Learning). Learners explore best practices to deploy, monitor, and maintain (tiny) Machine Learning models in production at scale.

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

Machine Learning and AI with Python

9 ratings at edX

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

• edX
• 6 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

CS50 2012 - Week 3 Continued: Search Algorithms and Sorting Techniques

Explore efficient search and sorting algorithms, including linear and binary search, bubble sort, selection sort, and merge sort. Learn asymptotic notation for algorithm analysis.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Finding Fairness - Incorporating Societal Values in Computer Algorithms

Exploring algorithmic fairness and privacy in computer science, addressing concerns about incorporating societal values into technology as it increasingly impacts our lives.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Race, Technology, and Algorithmic Bias - Vision and Justice

Explore the intersection of race, technology, and algorithmic bias with experts discussing AI's limitations in recognizing dark-skinned faces and the role of arts in addressing these issues.

• YouTube
• 27 minutes
• On-Demand
• Free Video