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This is the full lecture video series for MIT’s undergraduate algorithms course, taught by Charles Leiserson and Erik Demaine. The course covers a wide spectrum of fundamental algorithmic topics: from basic sorting algorithms, asymptotic analysis, divide & conquer, data structures (trees, hashing), dynamic programming, graph algorithms (shortest paths, MST), to more advanced topics in the later lectures. Though a couple of lectures (20 and 21) are not available in video form, most sessions are online, along with supporting readings, problem sets, and course materials. Altogether it’s a deeply valuable resource for anyone who wants a rigorous, structured introduction (or refresher) to algorithmic theory and practice.
The Missing Semester of Your CS Education (MIT) is a course designed to teach the “missing” practical tools that many computer science curricula skip: mastering the shell, version control (Git), editors like Vim, scripting, debugging, profiling, data wrangling, security, and more. It’s meant to smooth out the friction engineers often face when they spend tons of time fighting their tools instead of using them.