Massachusetts Institute of Technology Courses

Introduction to Computer Science and Programming Using Python

129 reviews

An introduction to computer science as a tool to solve real-world analytical problems using Python 3.5.

• edX
• 9 weeks, 14-16 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Introduction to Electrical Engineering and Computer Science I (Spring 2011)

35 reviews

This course provides an integrated introduction to electrical engineering and computer science, taught using substantial laboratory experiments with mobile robots.

• MIT OpenCourseWare
• 17 hours
• On-Demand
• Free Online Course

Machine Learning with Python: from Linear Models to Deep Learning

27 reviews

An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. -- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 15 weeks, 10-14 hours a week
• On-Demand
• Free Online Course (Audit)

MIT 6.006 Introduction to Algorithms, Spring 2020

20 reviews

Algorithms and Computation. Data Structures and Dynamic Arrays.Introduction to Algorithms - Problem Session 1: Asymptotic Behavior of Functions and Double-ended..... Sets and Sorting. Hashing. Binary Trees, Part 1. Binary Heaps. Breadth-First Search. Dep…

• MIT OpenCourseWare
• 35 hours
• On-Demand
• Free Online Course

Cryptocurrency Engineering and Design (Spring 2018)

17 reviews

This course looks at the design of Bitcoin and other cryptocurrencies and how they function in practice, focusing on cryptography, game theory, and network architecture.

• MIT OpenCourseWare
• 25 hours
• On-Demand
• Free Online Course

Visualizing Japan (1850s-1930s): Westernization, Protest, Modernity

10 reviews

A MITx/HarvardX collaboration, this course explores Japan’s transition into the modern world through the historical visual record.

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

Introduction to Deep Learning 2021

10 reviews

Dive into Deep Learning with MIT's 29-hour program, covering topics like neural networks, AI bias, and AI in healthcare.

• YouTube
• 1 day 5 hours
• On-Demand
• Free Online Course

Artificial Intelligence (Fall 2010)

9 reviews

This course introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence.

• MIT OpenCourseWare
• 24 hours
• On-Demand
• Free Online Course

Performance Engineering of Software Systems (Fall 2018)

7 reviews

This is an 18-unit class that provides a hands-on, project-based introduction to building scalable and high-performance software systems.

• MIT OpenCourseWare
• 30 hours
• On-Demand
• Free Online Course

Circuits and Electronics 3: Applications

6 reviews

Learn about cool applications, op-amps and filters in the design of microchips used in smartphones, self-driving cars, computers, and the internet.

• edX
• 7 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning for Healthcare (Spring 2019)

6 reviews

This course introduces students to machine learning in healthcare, including the nature of clinical data, disease progression modeling, precision medicine, diagnosis, subtype discovery, and improving clinical workflows.

• MIT OpenCourseWare
• 31 hours
• On-Demand
• Free Online Course

Introduction to Computer Science and Programming in Python (Fall 2016)

5 reviews

The course is intended for students with little or no programming experience. It aims to provide students with an understanding of the role computation can play in solving problems and to help students.

• MIT OpenCourseWare
• 10 hours
• On-Demand
• Free Online Course

MIT 6.824 Distributed Systems - Spring 2020

4 reviews

Course covers topics on distributed systems, from RPC and threads to large scale replication, fault tolerance, blockchains, and big data.

• YouTube
• 1 day 2 hours
• On-Demand
• Free Online Course

6.S191: Introduction to Deep Learning

4 reviews

MIT's week-long course offers an introduction to deep learning, covering machine translation, image recognition, and more, with labs in TensorFlow.

• Independent
• 1 week
• On-Demand
• Free Online Course

Mathematics for Computer Science (Spring 2015)

This course covers elementary discrete mathematics for computer science and engineering. It emphasizes mathematical definitions and proofs as well as applicable methods.

• MIT OpenCourseWare
• 33 hours
• On-Demand
• Free Online Course