MIT OpenCourseWare Courses

Linear Algebra

3 reviews

This course covers matrix theory and linear algebra, emphasizing topics useful in other disciplines such as physics, economics and social sciences, natural sciences, and engineering.

• MIT OpenCourseWare
• 36 hours
• On-Demand
• Free Video

Matrix Methods in Data Analysis, Signal Processing, and Machine Learning

3 reviews

This course reviews linear algebra with applications to probability and statistics and optimization–and above all a full explanation of deep learning.

• MIT OpenCourseWare
• 28 hours
• On-Demand
• Free Video

Probabilistic Systems Analysis and Applied Probability

This course introduces students to the modeling, quantification, and analysis of uncertainty.

• MIT OpenCourseWare
• 32 hours
• On-Demand
• Free Video

Mathematics for Computer Science

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 Video

Single Variable Calculus

2 reviews

This introductory calculus course covers differentiation and integration of functions of one variable, with applications.

• MIT OpenCourseWare
• 29 hours
• On-Demand
• Free Video

Multivariable Calculus

2 reviews

This course covers vectors and matrices, partial derivatives, double and triple integrals, and vector calculus in 2 and 3-space.

• MIT OpenCourseWare
• 28 hours
• On-Demand
• Free Video

Differential Equations

2 reviews

This course focuses on the equations and techniques most useful in science and engineering, Differential equations.

• MIT OpenCourseWare
• 31 hours
• On-Demand
• Free Video

Topics in Mathematics with Applications in Finance

2 reviews

The purpose of the class is to expose students to the mathematical concepts and techniques used in the financial industry. Mathematics lectures are mixed with lectures illustrating the corresponding application in the financial industry.

• MIT OpenCourseWare
• 32 hours
• On-Demand
• Free Video

Probabilistic Systems Analysis and Applied Probability

A course on the modeling and analysis of random phenomena and processes, including the basics of statistical inference.

• MIT OpenCourseWare
• 21 hours
• On-Demand
• Free Video

Statistics for Applications

1 review

This course offers an in-depth the theoretical foundations for statistical methods that are useful in many applications.

• MIT OpenCourseWare
• 28 hours
• On-Demand
• Free Video

How to Win at Texas Hold'em Poker

This short course covers the poker concepts, math concepts, and general concepts needed to play the game of Texas Hold'em on a professional level.

• MIT OpenCourseWare
• 8 hours
• On-Demand
• Free Video

Graph Theory and Additive Combinatorics

This course examines classical and modern developments in graph theory and additive combinatorics, with a focus on topics and themes that connect the two subjects.

• MIT OpenCourseWare
• 34 hours
• On-Demand
• Free Video

Introduction to Computational Thinking

Explore computational thinking through interactive programming, combining math, data science, and climate modeling to develop sophisticated problem-solving skills for the modern interconnected world.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Numerical Methods Applied to Chemical Engineering

Explore advanced numerical methods for solving complex chemical engineering problems, including heat transfer, fluid mechanics, and molecular simulation. Gain practical skills in computational techniques.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Single Variable Calculus

Comprehensive calculus course covering differentiation, integration, and infinite series. Includes lecture videos, problem-solving tips, worked examples, and interactive applets to reinforce key concepts in single variable calculus.

• MIT OpenCourseWare
• On-Demand
• Free Online Course