Free Online Courses from MIT

  • 40 courses
  • 23 free
  • 17 free to audit
  • Certificates available

Source: MIT Open Learning (opens in a new tab) · Verified

MIT publishes free learning through three channels, and the word free means something slightly different in each. MIT OpenCourseWare shares the materials from more than 2,500 MIT classes: lecture videos, notes, problem sets and exams, with solutions where the course provides them. Everything is free of charge, there is no account to create and no deadline, and the content is released under a Creative Commons Attribution-NonCommercial-ShareAlike licence, so you may download, share and adapt it for non-commercial use with credit. OpenCourseWare never issues certificates or grades. MITx Online carries MIT's graded online courses, now presented on learn.mit.edu.

Every course listed here has a free audit track that gives access to the full course and its materials; paying for the certificate track unlocks graded assignments and exams and an MIT verified certificate of completion. Certificate prices are shown on each course page and range from tens of dollars for short courses to several hundred dollars for MicroMasters courses; a few economics courses price the certificate on a sliding scale with financial aid. The Open Learning Library hosts selected MITx and OpenCourseWare courses on an interactive platform where you can answer exercises and get instant feedback and, with a free account, track your progress. There are no fees anywhere in the library and certificates cannot be earned there; MIT points learners who want a credential to the MITx version of the course instead.

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    Free Online Courses from MIT
    # Course Subject Cost Certificate Level Duration Open
    1 Linear Algebra MIT's 18.06SC is the OpenCourseWare Scholar edition of Gilbert Strang's linear algebra course, recorded in fall 2011… Mathematics Mathematics Free NoneNo certificate
    2 Introduction to Computer Science and Programming in Python 6.0001 is MIT's fall 2016 half-semester introduction to programming for students with little or no prior experience… Python Python Free NoneNo certificate
    3 Introduction to Computer Science & Programming Using Python 6.00.1x is the MITx Online version of MIT's introductory programming course, the first of a two-course sequence that… Python · 9 weeks Python Free to audit PaidPaid certificate 9 weeks
    4 Introduction to Algorithms 6.006 is MIT's introductory algorithms course, and the spring 2020 edition taught by Erik Demaine, Jason Ku and Justi… Computer Science Computer Science Free NoneNo certificate
    5 Single Variable Calculus 18.01SC is the OpenCourseWare Scholar version of MIT's single variable calculus course, built around David Jerison's… Mathematics Mathematics Free NoneNo certificate
    6 Principles of Microeconomics 14.01SC is the OpenCourseWare Scholar edition of MIT's introductory microeconomics course, based on Jonathan Gruber's… Business Business Free NoneNo certificate
    7 Introduction to Psychology 9.00SC is the OpenCourseWare Scholar version of MIT's survey course in psychology, built on John Gabrieli's fall 2011… Psychology Psychology Free NoneNo certificate
    8 Mathematics for Computer Science 6.042J is MIT's discrete mathematics course for computer science and engineering students, and the fall 2010 edition… Mathematics Mathematics Free NoneNo certificate
    9 Machine Learning with Python: from Linear Models to Deep Learning 6.86x is MITx's machine learning course, part of the MicroMasters Program in Statistics and Data Science and offered… Data Science · 15 weeks Data Science Free to audit PaidPaid certificate 15 weeks
    10 Fundamentals of Statistics 18.6501x Fundamentals of Statistics is an MITx course in the MicroMasters Program in Statistics and Data Science. Data Science · 17 weeks Data Science Free to audit PaidPaid certificate 17 weeks
    11 Probability - The Science of Uncertainty and Data 6.431x is MITx's probability course and part of the MicroMasters Program in Statistics and Data Science. Mathematics · 16 weeks Mathematics Free to audit PaidPaid certificate 16 weeks
    12 Blockchain and Money 15.S12 Blockchain and Money is a graduate course from the MIT Sloan School of Management, taught by Gary Gensler in f… Business Business Free NoneNo certificate
    13 Introduction to Deep Learning 6.S191 is MIT's introductory course on deep learning, taught during the January Independent Activities Period by Alex… Computer Science Computer Science Free NoneNo certificate
    14 Introduction to Computational Thinking and Data Science 6.0002 is the second half of MIT's introductory programming sequence, following 6.0001, and the fall 2016 edition by… Python Python Free NoneNo certificate
    15 Introduction to Computational Thinking and Data Science 6.00.2x is the second course in MITx's introductory sequence, following Introduction to Computer Science and Programm… Python · 9 weeks Python Free to audit PaidPaid certificate 9 weeks
    16 Design and Analysis of Algorithms 6.046J is MIT's intermediate algorithms course, and the spring 2015 edition taught by Erik Demaine, Srini Devadas and… Computer Science Computer Science Free NoneNo certificate
    17 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning 18.065 is Gilbert Strang's spring 2018 course on the linear algebra behind data analysis, signal processing and machi… Mathematics Mathematics Free NoneNo certificate
    18 Statistics for Applications 18.650 Statistics for Applications is MIT's undergraduate course in mathematical statistics, and the fall 2016 editio… Mathematics Mathematics Free NoneNo certificate
    19 Artificial Intelligence 6.034 is MIT's undergraduate artificial intelligence course, and Patrick Henry Winston's fall 2010 lectures are publi… Computer Science Computer Science Free NoneNo certificate
    20 Finance Theory I 15.401 Finance Theory I is a graduate course from the MIT Sloan School of Management, taught by Andrew Lo in fall 200… Business Business Free NoneNo certificate
    21 Computer Systems Security 6.858 Computer Systems Security is a graduate course from MIT's Department of Electrical Engineering and Computer Sci… Cyber Security Cyber Security Free NoneNo certificate
    22 Introduction to Machine Learning 6.036 Introduction to Machine Learning is MIT's undergraduate machine learning course, offered in the Open Learning L… Data Science · 13 weeks Data Science Free NoneNo certificate 13 weeks
    23 Microeconomics 14.100x is MITx's microeconomics course, taught by Jonathan Gruber and offered through MITx Online as part of the Mic… Business · 14 weeks Business Free to audit PaidPaid certificate 14 weeks
    24 Data Analysis for Social Scientists 14.310x Data Analysis for Social Scientists is an MITx Online course in the MicroMasters Program in Data, Economics… Data Science · 14 weeks Data Science Free to audit PaidPaid certificate 14 weeks
    25 Data Analysis: Statistical Modeling and Computation in Applications 6.419x is the applied capstone-style course in the MITx MicroMasters Program in Statistics and Data Science. Data Science · 16 weeks Data Science Free to audit PaidPaid certificate 16 weeks
    26 Calculus 1A: Differentiation 18.01.1x Calculus 1A: Differentiation is the first of three MITx modules that together cover MIT's single variable ca… Mathematics · 14 weeks Mathematics Free to audit PaidPaid certificate 14 weeks
    27 Calculus 1B: Integration 18.01.2x Calculus 1B: Integration is the second of the three MITx calculus modules, sitting between Calculus 1A: Diff… Mathematics · 15 weeks Mathematics Free to audit PaidPaid certificate 15 weeks
    28 AP® Microeconomics 14.01x AP Microeconomics is a self-paced MITx Online course that introduces basic microeconomic principles and covers… Business · 12 weeks Business Free to audit PaidPaid certificate 12 weeks
    29 Financial Accounting 15.516x Financial Accounting is an MITx Online course from MIT Sloan and part of the MicroMasters Program in Finance. Accounting · 12 weeks Accounting Free to audit PaidPaid certificate 12 weeks
    30 Foundations of Modern Finance I 15.415.1x Foundations of Modern Finance I is the first half of a two-part MIT Sloan course on MITx Online, and part o… Business · 12 weeks Business Free to audit PaidPaid certificate 12 weeks
    31 Supply Chain Fundamentals CTL.SC1x Supply Chain Fundamentals is the first course in the MITx MicroMasters Program in Supply Chain Management, r… Business · 13 weeks Business Free to audit PaidPaid certificate 13 weeks
    32 Science of Learning and Memory 9.00.1x Science of Learning and Memory is a short, self-paced MITx Online course from MIT's Department of Brain and C… Psychology · 3 weeks Psychology Free to audit PaidPaid certificate 3 weeks
    33 Cybersecurity for Critical Urban Infrastructure 11.S198x Cybersecurity for Critical Urban Infrastructure is a short MITx Online course from MIT's Department of Urban… Cyber Security · 4 weeks Cyber Security Free to audit PaidPaid certificate 4 weeks
    34 Entrepreneurship 101: Who is Your Customer Entrepreneurship 101: Who is Your Customer is a short, self-paced MITx Online course built on the idea that what sepa… Business · 4 weeks Business Free to audit PaidPaid certificate 4 weeks
    35 Classical Mechanics 8.01SC is MIT's first physics course, an introduction to classical mechanics, in the OpenCourseWare Scholar format bu… Mathematics Mathematics Free NoneNo certificate
    36 Optimization Methods in Business Analytics 15.053x Optimization Methods in Business Analytics is a six-week MITx course from MIT Sloan, available free in the Op… Business · 6 weeks Business Free NoneNo certificate 6 weeks
    37 Software Construction in Java 6.005.1x Software Construction in Java is the first of a two-course MITx sequence on writing good software with moder… Programming · 14 weeks Programming Free NoneNo certificate 14 weeks
    38 Adaptive Markets: Financial Market Dynamics and Human Behavior 15.481x Adaptive Markets is an MIT Sloan course by finance professor Andrew Lo, available free in the Open Learning L… Business · 13 weeks Business Free NoneNo certificate 13 weeks
    39 Healthcare Finance 15.482x Healthcare Finance is an MIT Sloan course by Andrew Lo, with Shomesh Chaudhuri and Zied Ben Chaouch, offered… Business · 13 weeks Business Free NoneNo certificate 13 weeks
    40 Introduction to Financial and Managerial Accounting 15.501 is the MIT Sloan School of Management's introductory accounting course, taught by Sugata Roychowdhury in sprin… Accounting Accounting Free NoneNo certificate

    What is MIT OpenCourseWare and how does it work?

    OpenCourseWare, or OCW, is MIT's archive of the materials from its own campus classes: recorded lectures, notes, problem sets and exams, with solutions where the class provided them. There is no enrolment, no start date and no account, and the content is licensed Creative Commons BY-NC-SA, so you may download, share and adapt it for non-commercial use with credit. Courses marked SC are Scholar editions, arranged for independent study.

    Is it free, and does it give certificates?

    OCW is free in full and never issues certificates or grades. If a credential matters, the same subject often exists as an MITx course where a certificate can be bought; the sections below point to those pairs.

    OpenCourseWare vs MITx: the same subject, two different products

    MITx Online courses, now presented on learn.mit.edu, are built for online learners rather than recorded from a lecture hall. Every MITx course listed here has a free audit track with the full course and its materials; the paid certificate track adds graded assignments and exams and an MIT verified certificate of completion. Some are instructor-paced with scheduled runs, others self-paced; the course page says which.

    A third channel, the Open Learning Library, hosts selected MITx and OCW courses on an interactive platform: exercises give instant feedback and a free account tracks progress. There are no fees and no certificates there; MIT points anyone who wants a credential to the MITx version.

    How to use MIT OpenCourseWare

    Every OCW course works the same way, and none of it needs a login.

    • Open the course on ocw.mit.edu and read the syllabus; it lists prerequisites, and course numbers signal the order (6.006 before 6.046J).
    • Work through the lecture videos in order with the notes and worked examples.
    • Attempt the problem sets and exams before opening the solutions.
    • Use the download option for an offline copy; the licence allows it.
    • For auto-graded practice, find the course in the Open Learning Library; for a certificate, find the MITx version.

    MIT free online courses with certificates: what the paid track costs

    There is no free MIT certificate. Every certificate here comes from an MITx course and is paid, with the price on the course page. The cheapest are $49 for Science of Learning and Memory and $49 for Entrepreneurship 101: Who is Your Customer. Introductory programming sits at $149 and calculus at $100.

    MicroMasters courses cost more: $300 for statistics and $300 for machine learning. Financial Accounting is $549 and Foundations of Modern Finance I is $549. Microeconomics uses a sliding scale with financial aid. Other universities are on the courses with certificates page.

    What you can study on OCW and MITx

    Each cluster names the OCW option first, then any graded alternative.

    Linear algebra with Gilbert Strang

    Linear Algebra is the Scholar edition of Gilbert Strang's 18.06, in three units from elimination through eigenvalues to positive definite matrices; it also sits in the Open Learning Library with interactive exercises. Strang's Matrix Methods in Data Analysis, Signal Processing, and Machine Learning applies that material to deep learning.

    Calculus, and why multivariable calculus is missing

    Single Variable Calculus covers differentiation, integration and a short treatment of series. The graded MITx equivalents are Calculus 1A: Differentiation and Calculus 1B: Integration. Calculus 1A runs fourteen weeks at 8 to 10 hours a week, and Calculus 1B fifteen weeks. The certificate is $100 for 1A and $100 for 1B. No multivariable calculus course is listed here. More are on the mathematics hub.

    AI, machine learning and deep learning

    Artificial Intelligence is Patrick Winston's classical course on search, constraints and symbolic learning, not a deep-learning toolkit. Introduction to Deep Learning is the short January course with TensorFlow labs. For graded practice without a certificate, Introduction to Machine Learning runs thirteen weeks in the Open Learning Library. The certificate route is Machine Learning with Python. It runs fifteen weeks at 10 to 14 hours a week, with a $300 certificate.

    Computer science, Python and algorithms

    Start with Introduction to Computer Science and Programming in Python, twelve OCW lectures for beginners, then Introduction to Computational Thinking and Data Science. The MITx versions, 6.00.1x and 6.00.2x, are instructor-paced. 6.00.1x runs nine weeks at 14 to 16 hours a week, and 6.00.2x nine weeks at 11 to 13 hours a week. The certificate is $149 for 6.00.1x and $149 for 6.00.2x.

    For algorithms, Introduction to Algorithms has twenty lectures and expects you to know a language; Design and Analysis of Algorithms follows it, and Mathematics for Computer Science supplies the proofs. Other universities are on the computer science hub.

    Statistics and probability

    Statistics for Applications is the OCW course on mathematical statistics. On MITx, Probability - The Science of Uncertainty and Data and Fundamentals of Statistics are the MicroMasters pair. Probability runs sixteen weeks at 10 to 14 hours a week with a $300 certificate. Fundamentals of Statistics runs seventeen weeks at 10 to 14 hours a week with a $300 certificate.

    Economics, finance and physics

    Principles of Microeconomics gives you Jonathan Gruber's lectures with self-check quizzes; his MITx Microeconomics adds graded work, and AP Microeconomics is the gentle self-paced version ($69). In finance, Finance Theory I is OCW and Adaptive Markets is free in the Open Learning Library. For physics, Classical Mechanics is the only course listed and assumes basic calculus.

    Is OCW good enough to learn from on its own?

    You get the same material an MIT student had, including exams and usually solutions, and you can download it. You do not get feedback, deadlines or proof of completion. If you can keep your own schedule and mark your own work, that is enough; if you need structure or a credential, audit the MITx course instead.

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    MIT courses by subject

    Questions about free courses from MIT

    Are MIT's online courses really free?

    Yes. OpenCourseWare and Open Learning Library courses are free in full with no account required for OpenCourseWare. MITx Online courses are free to audit, which includes all course materials; only the optional certificate track costs money.

    Can I get a free certificate from MIT?

    No. OpenCourseWare and the Open Learning Library do not issue certificates at all. MITx Online sells a verified certificate of completion on the paid track, with the price shown on each course page.

    What is the difference between OpenCourseWare and MITx Online?

    OpenCourseWare publishes the recorded materials of on-campus MIT classes for self-study, with no grading. MITx Online runs courses built for online learners with graded assignments, exams and an optional paid certificate, and many of them count toward MicroMasters programmes.

    Do MIT courses have start dates?

    OpenCourseWare and Open Learning Library courses are self-paced with no dates. Some MITx Online courses are instructor-paced with scheduled runs, while others are self-paced and can be started at any time; the course page states which.

    Can I reuse OpenCourseWare materials?

    OpenCourseWare content is licensed Creative Commons BY-NC-SA, so you can share and adapt it for non-commercial purposes with attribution. Most Open Learning Library and MITx course content is all rights reserved and is for personal study.

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