MIT OpenCourseWare Courses

Underactuated Robotics

3 reviews

This course discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.

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

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

Introductory Biology

3 reviews

The course focuses on the application of fundamental principles, toward an understanding of microorganisms as geochemical agents responsible for the evolution and renewal of the biosphere and of their role in human health and disease.

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

Biological Chemistry I

3 reviews

This course examines the chemical and physical properties of the cell, with special emphasis on the structures of proteins and principles of catalysis.

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

Principles of Chemical Science

3 reviews

This course provides an introduction to the chemistry of biological, inorganic, and organic molecules.

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

Physical Chemistry

3 reviews

This course is an introduction to quantum mechanics for use by chemists. Emphasis is on creating and building confidence in the use of intuitive pictures.

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

Theory of City Form

3 reviews

This course covers theories about the form that settlements should take and attempts a distinction between descriptive and normative theory by examining examples of various theories of city form over time.

• MIT OpenCourseWare
• 35 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

Energy Decisions, Markets, and Policies

2 reviews

This course examines the choices and constraints regarding sources and uses of energy by households, firms, and governments through a number of frameworks to describe and explain behavior at various levels of aggregation.

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

Introductory Biology

2 reviews

Introductory Biology provides an introduction to fundamental principles of biochemistry, molecular biology, and genetics for understanding the functions of living systems.

• MIT OpenCourseWare
• 28 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