Computer Science Courses and Certifications

Sebastian Lague

Coding Adventure: Simulating Fluids

Explore particle-based fluid simulation techniques, from basic physics to advanced concepts like smoothed particles, density calculation, and pressure forces, with practical coding examples and optimizations.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Numberphile

Discovery of the World's Biggest Prime Number

Discover the fascinating journey of Luke Durant's groundbreaking discovery of the world's largest prime number through interviews and insights from key figures in mathematical research.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Sabine Hossenfelder

Wolfram's Hypergraphs - A New Approach to Unified Physics Theory

Explore how Stephen Wolfram's revolutionary approach using hypergraphs and computer code could potentially unify fundamental physics laws and resolve conflicts with Einstein's theories.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

The 8-Bit Guy

How Atari 8-Bit Computers Work

Explore the fascinating evolution and technical workings of Atari's pioneering 8-bit computer systems from their 1979-1992 era, understanding their historical significance and architecture.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

3Blue1Brown

What is Quantum Computing? - Grover's Algorithm Explained

Dive into quantum computing fundamentals, exploring qubits, state vectors, and Grover's search algorithm with clear animations and explanations that demystify complex quantum concepts.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Sebastian Lague

I Tried Ray-Tracing Glass and Rainbows

Explore ray-tracing techniques to render realistic glass materials, caustics, and rainbow effects through hands-on coding demonstrations and visual experiments.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Sebastian Lague

Creating 256 Bytes of RAM in a Simulation

Dive into the process of building 256 bytes of RAM in a digital logic simulation, exploring memory cells, decoders, and both asynchronous and synchronous RAM implementations.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Ryan O'Donnell

Undergraduate Computational Complexity Theory

Explore fundamental computational complexity theory through 28 comprehensive lectures covering P vs NP, reductions, space complexity, and randomized algorithms from Carnegie Mellon.

• YouTube
• 1 day 13 hours 36 minutes
• Self-Paced
• Free Video

Gary Clarke

Symfony Components - Complete Tutorial Series

Explore essential Symfony components including forms, messaging, mailer, console commands, caching, routing, and testing through practical tutorials and workshops.

• YouTube
• 2 hours 51 minutes
• Self-Paced
• Free Video

Chris Courses

Introduction to Webpack

Discover how to configure Webpack for modern web development, covering loaders, plugins, bundling, CSS extraction, source maps, and automatic page refreshing.

• YouTube
• 1 hour 59 minutes
• Self-Paced
• Free Video

Two Minute Papers

TU Wien Rendering - Ray Tracing Course

Master photorealistic rendering and ray tracing fundamentals through comprehensive coverage of BRDF models, global illumination, Monte Carlo integration, and advanced techniques like path tracing.

• YouTube
• 8 hours 14 minutes
• Self-Paced
• Free Video

Scrimba

Responsive CSS Tutorial - Learn Responsive Web Design

Master responsive web design fundamentals including CSS units, flexbox, and media queries through hands-on projects building mobile-first layouts.

• YouTube
• 4 hours 7 minutes
• Self-Paced
• Free Video

Complexity Explorer

Maximum Entropy Methods Tutorial

Discover maximum entropy methods for understanding probability distributions through practical examples including taxicab problems and real-world modeling applications.

• YouTube
• 1 hour 46 minutes
• Self-Paced
• Free Video

Sundeep Saradhi Kanthety

Design and Analysis of Algorithms

Master algorithmic problem-solving with comprehensive coverage of divide & conquer, dynamic programming, greedy methods, graph algorithms, and backtracking techniques for interviews.

• YouTube
• 1 day 4 hours 21 minutes
• Self-Paced
• Free Video

Sundeep Saradhi Kanthety

Data Structures Using Python

Master essential data structures through hands-on Python implementation of linked lists, stacks, queues, and search algorithms with practical coding exercises.

• YouTube
• 7 hours 40 minutes
• Self-Paced
• Free Video