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22. März 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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- Machine Learning with Python: from Linear Models to Deep Learning
- Introduction to Computer Science and Programming Using Python
- Global Africa: Creative Cultures
- Art, Craft, Science
- Shaping Work of The Future
- Covid-19 in Slums & Informal Settlements: Guidelines & Responses
- Tools For Academic Engagement in Public Policy
- The Iterative Innovation Process
- Evaluating Social Programs
- Becoming A More Equitable Educator: Mindsets and Practices
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Time commitment:15 weeks Cost:Free to audit; $300 for verified certificate This course offers an in-depth introduction to the field of machine learning. Students will cover topics from linear models to deep learning and reinforcement learning through hands-on Python projects. It's also the last course in the MITx MicroMasters program in Statistics ...
Time commitment:9 weeks Cost:Free to audit; $75 for verified certificate This introductory course focuses on breadth rather than depth; You'll learn about Python, simple algorithms, testing and debugging, and data structures. You'll also get an informal introduction to algorithm complexity. *Note: This course began on January 27, 2021, but enrollme...
Time commitment:N/A Cost:Free Through MIT OpenCourseWare, students can learn about Africa's material and visual culture through dynamic lenses (anthropology, history, and social theory), as well as examine how the continent's literary, musical, and artistic productions intersect with global politics. Taught by M. Amah Edoh, the course interweaves i...
Time commitment:N/A Cost:Free Also through MIT OpenCourseWare, students can examine crafts — or, artworks that are created to be used as well as viewed — through historical, theoretical, and anthropological lenses. Professor Heather Paxson examines the historical and contemporary creation, consumption, commodification, and value of crafts. Ultimate...
Time commitment:8 weeks Cost:free to audit; $49 for a verified certificate Study the relationship between new technologies, work, and society in order to develop action plans for improving the workforce. Students will approach class topics with a historical perspective of work and employment policy in the US and around the world, and learn how civi...
Time commitment: 4 weeks Cost:free to audit; $29 for a verified certificate What's happening during the COVID-19 pandemic in self-built, urban poor settlements in which guidelines such as social isolation, social distancing, and frequent hand washing are not feasible? And what guidelines are actually useful in informal settlements? In this course, ...
Time commitment:3 weeks Cost:free to audit; $199 for a verified certificate Public policies have grown increasingly complex and technical — and there's a clear need for scientists and engineers to engage with policymakers on making scientifically informed solutions to public challenges. But, very few academics receive the necessary training on how ...
Time commitment:8 weeks Cost:free to audit; $99 for a verified certificate Applicable to organizations or individuals, this course teaches the iterative innovation process. Students will learn about the interconnectedness of markets, implementation, and technology, and how to spot opportunities in each. Throughout the course, students will build an...
Time commitment:6 weeks Cost:free to audit; $99 for a verified certificate Students learn why randomized evaluations matter and how to quality control and monitor them. Through lectures and case studies, they'll learn about common pitfalls of evaluation designs, key components of a well-designed randomized evaluation, techniques for analyzing and i...
Time commitment:10 weeks Cost:free to audit; $49 for a verified certificate In this education and teacher training course, students will learn about mindsets and practices that help create a more equitable learning environment and, in particular, help underserved students to thrive. Participants will examine dimensions of inequality in education, u...
Learn from the Massachusetts Institute of Technology through edX or MIT OpenCourseWare. Explore topics from machine learning to global Africa, and get certificates or credits for some courses.
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