Massachusetts Institute of Technology Courses

Introduction to Algorithms

2 reviews

This course teaches techniques for the design and analysis of efficient algorithms, emphasizing methods useful in practice.

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

6.S094: Deep Learning for Self-Driving Cars

2 reviews

MIT's online course introduces deep learning through the lens of self-driving car development, suitable for beginners and advanced researchers alike.

• Independent
• On-Demand
• Free Online Course

Introduction to Computer Science and Programming (Spring 2011)

This subject is aimed at students with little or no programming experience. It aims to provide students with an understanding of the role computation can play in solving problems.

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

Design and Analysis of Algorithms

1 review

R1. Matrix Multiplication and the Master Theorem. R2. 2-3 Trees and B-Trees. R3. Amortization: Amortized Analysis. R4. Randomization: Universal & Perfect Hashing. R5. Dynamic Programming. Augmentation: Range Trees.

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

The History of Ancient Environments, Climate, and Life

1 review

Explore Earth's history and geology with MIT's 8-week course. Learn through lectures, virtual field trips, and interviews with experienced geologists.

• edX
• 8 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Computer Science and Programming (Fall 2008)

1 review

This subject is aimed at students with little or no programming experience. It aims to provide students with an understanding of the role computation can play in solving problems.

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

Introduction to Computational Thinking and Data Science (Fall 2016)

1 review

The course aims to provide students with an understanding of the role computation can play in solving problems and to help students, regardless of their major, feel justifiably confident of their ability to write small programs that allow them to accompl…

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

Speak Italian With Your Mouth Full (Spring 2012)

1 review

The participants in this seminar will dive into learning basic conversational Italian, Italian culture, and the Mediterranean diet.

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

Tuning GPT-3 on a Single GPU via Zero-Shot Hyperparameter Transfer

1 review

Learn to tune GPT-3 on a single GPU with MIT's seminar. Understand the µP method, its theoretical basis, and its application in machine learning. Less than 1-hour workload.

• YouTube
• 54 minutes
• On-Demand
• Free Online Course

Introduction to Algorithms (Fall 2011)

1 review

This course provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems.

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

Learning Controllers - From Engineering to AGI

1 review

Explore autonomous learning control with minimal prior knowledge in this MIT seminar. Learn about deep RL methods, data-efficient agents, and real-world control scenarios. Less than 1 hour.

• YouTube
• 55 minutes
• On-Demand
• Free Online Course

Feedback Control from Pixels

1 review

Explore feedback control using cameras with MIT's Russ Tedrake. Learn about systems theory, reinforcement learning, and linear models in this 1-2 hour seminar.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Online Course

Computational Thinking for Modeling and Simulation

1 review

Develop the thought processes involved in formulating a problem so a computer can effectively carry out the solution.  In particular, this course emphasizes use of computers for modeling physical systems and predicting their behavior.

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

Advanced Data Structures (Spring 2012)

This course covers major results and current directions of research in data structure.

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

Programming for the Puzzled (January IAP 2018)

This class builds a bridge between the recreational world of algorithmic puzzles and the pragmatic world of computer programming, teaching students to program while solving puzzles.

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