Want to learn computer science? Here's what you need to know in 1000+ YouTube videos.
40 courses. 4 academic years of Computer Science curriculum. 1079 YouTube videos.
Laconic Machine Learning has put together an equivalent 4 year Computer Science curriculum using quality videos from various sources including MIT. The videos vary in length, up to 4+ hours.
The videos I audited seemed well done with high page visits. If you learn well on your own and the video structure works for you, this is a good source for picking up a few areas or going through the whole curriculum.
When you visit the page, videos are listed by year and semester. Clicking on a year or semester shows the list of subjects for that segment.
The site navigation isn't obvious - to see the description and links to videos, you can click anywhere in the row of the title, not on the title text itself.
This is the list of subjects by year and semester:
Structured Programming (Programming in C)
Discrete Mathematics Part 1
Calculus Part 1
Introduction to Computer Science and Programming
Intro to Python Programming
Calculus Part 2
Discrete Mathematics Part 2
Introduction to C++ and Object-Oriented Programming
Computer System Architecture
Introduction to Web Design (HTML + CSS)
Algorithms and Data Structures
Intro to Client-Side Development
Web Application Development
Client-Side Development with React
Distributed Computing & Systems
Introduction to Deep Learning
Practical Implementation of Neural Networks
Mobile Applications – iOS Development
Mobile Applications – Android Development
Signals and Systems (Digital Signal Processing)
Natural Language Understanding
Intelligent Mobile Applications
Natural Language Processing with Deep Learning
Introduction to Bioinformatics
Machine Learning for Healthcare
(hat tip Panzer)
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