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1. ocw.mit.edu › courses › 6-006-introduction-toIntroduction to Algorithms | Electrical ... - MIT OpenCourseWare

   ocw.mit.edu › courses › 6-006-introduction-to

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   This course is an introduction to mathematical modeling of computational problems, as well as common algorithms, algorithmic paradigms, and data structures used to solve these problems.

2. ocw.mit.eduMIT OpenCourseWare | Free Online Course Materials

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   Jun 24, 2024 · MIT OpenCourseWare is an online publication of materials from over 2,500 MIT courses, freely sharing knowledge with learners and educators around the world. Learn more

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     Assignments | Signals and Systems | Supplemental Resources | MIT OpenCourseWare
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     Unit I: Ax = b and the Four Subspaces | Linear Algebra | Mathematics | MIT OpenCourseWare
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     Lecture Notes | Introduction to C++ | Electrical Engineering and Computer Science | MIT OpenCourseWare
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     Lecture Notes and Handouts | Principles of Microeconomics | Economics | MIT OpenCourseWare

3. Videos

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     Resources | Theory of Computation | Mathematics | MIT OpenCourseWare

     Nov 3, 2022

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     Lecture 2: Data Structures and Dynamic Arrays | Introduction to Algorithms | Electrical Engineering and Computer Science | MIT OpenCourseWare

     Mar 31, 2022

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     Lecture 1: Introduction and Scope | Artificial Intelligence | Electrical Engineering and Computer Science | MIT OpenCourseWare

     Mar 31, 2022

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4. ocw.mit.edu › courses › 6-036-introduction-toIntroduction to Machine Learning - MIT OpenCourseWare

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   Topics. This course introduces principles, algorithms, and applications of machine learning from the point of view of modeling and prediction. It includes formulation of learning problems and concepts of representation, over-fitting, and generalization.

5. www.ocw.mit.edu › courses › 18-01-calculus-i-singleCalculus I: Single Variable Calculus - MIT OpenCourseWare

   www.ocw.mit.edu › courses › 18-01-calculus-i-single

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   Master the calculus of derivatives, integrals, coordinate systems, and infinite series. In this three-part series you will learn the mathematical notation, physical meaning, and geometric interpretation of a variety of calculus concepts.

6. ocw.mit.edu › courses › 6-s191-introduction-to-deepIntroduction to Deep Learning - MIT OpenCourseWare

   ocw.mit.edu › courses › 6-s191-introduction-to-deep

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   This is MIT's introductory course on deep learning methods with applications to computer vision, natural language processing, biology, and more! Students will gain foundational knowledge of deep learning algorithms and get practical experience in building neural networks in TensorFlow.

7. ocw.mit.edu › courses › 18-745-lie-groups-and-lieLie Groups and Lie Algebras I | Mathematics | MIT OpenCourseWare

   ocw.mit.edu › courses › 18-745-lie-groups-and-lie

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   This course is the first half of the year-long introductory graduate sequence 18.745/18.755 on Lie groups and Lie algebras. Topics include foundations of the theory of Lie groups and Lie algebras; theorems of Engel and Lie; the universal enveloping algebra, the Poincare-Birkhoff-Witt theorem; free Lie algebras; the Campbell-Hausdorff formula; classification and structure of finite dimensional ...

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   What is MIT OpenCourseWare (OCW)?

   • MIT OpenCourseWare (OCW) is one of the most popular online learning destinations with millions of visits each year. With a whopping 43% out of around 500 million visits, the majority of the audience looking for free online courses includes self-learners.

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   What are the best MIT OCW courses?

   • Here are some recommendations for MIT OCW courses. To build the maths foundation for data science, the relevant MIT OCW courses are Calculus and Linear Algebra. If you have a good foundation in maths, you can watch selectively or skip these lectures.

   thanks, everyone! Here are some recommendations for MIT OCW ... - M…

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   What is MIT OCW?

   • Global resources by higher education faculty, staff, and students. Learning materials include lesson plans, images, videos, syllubi, quizzes, exams, and even textbooks. A web-based publication of virtually all MIT course content. OCW is open and available to the world and is a permanent MIT activity

   Major OER Sites - Open Educational Resources (OER

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   What courses does MIT Open Courseware offer?

   • MIT Open CourseWare offers multiple courses in various departments. Students who are interested in learning Biological chemistry, Architecture, Mathematics, Chemistry, Political Science, Music & Theatre Arts can take help from these courses.

   Free MIT Courses & Certificate [2024 March][UPDATED] - DigitalDefynd

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9. ocw.mit.edu › courses › 18-404j-theory-ofTheory of Computation | Mathematics | MIT OpenCourseWare

   ocw.mit.edu › courses › 18-404j-theory-of

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   Topics include regular and context-free languages, decidable and undecidable problems, reducibility, recursive function theory, time and space measures on computation, completeness, hierarchy theorems, inherently complex problems, oracles, probabilistic computation, and interactive proof systems.