The spelled-out intro to neural networks and backpropagation: building micrograd
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390 videos • 241 hr 24 min
Part of Computer science. Ordered by how many people recommended each video and for how long; 94 are classics.
1 2 3 4 SM64 - Watch for Rolling Rocks - 0.5x A Presses (Commentated) [OUTDATED]
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Classic5 William Byrd on "The Most Beautiful Program Ever Written" [PWL NYC]
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Classic6 7 Richard Feynman Computer Science Lecture - Hardware, Software and Heuristics
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Classic8 9 10 11 12 13 14 15 16 17 18 19 20 21 Sorting Algorithms: Speed Is Found In The Minds of People - Andrei Alexandrescu - CppCon 2019
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Classic22 JPEG DCT, Discrete Cosine Transform (JPEG Pt2)- Computerphile
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Classic23 24 25 26 27 28 29 30 Why do prime numbers make these spirals? | Dirichlet’s theorem and pi approximations
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Classic31 32 33 34 Barliman: trying the halting problem backwards, blindfolded - William Byrd, Greg Rosenblatt
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Classic35 36 37 38 7 Minutes of Terror: The Challenges of Getting to Mars
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Classic39 40 Special Topics - The Kalman Filter (1 of 55) What is a Kalman Filter?
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Classic41 GPUs to Mars: Full-Scale Simulation of SpaceX's Mars Rocket Engine
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Classic42 43 44 Lec 1 | MIT 6.00 Introduction to Computer Science and Programming, Fall 2008
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Classic45 Was YOUR vote counted? (feat. homomorphic encryption) - Numberphile
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Classic46 2016 - On The Shoulders Of Giants - Damian Conway
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Classic47 48 But what is a Fourier series? From heat flow to drawing with circles | DE4
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Classic49 50 51 How Quantum Computers Break Encryption | Shor's Algorithm Explained
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Classic52 53 54 55 56 57 Pitfall Classic Postmortem With David Crane Panel at GDC 2011 (Atari 2600)
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Classic58 59 60 Bryan Cantrill on ARC: A Self-Tuning, Low Overhead Replacement Cache [PWL SF] 10/2017
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Classic61 62 63 64 65 66 67 68 Advent of Code 2020 Day 1 Report Repair in Clojure (for list comprehension)
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Hidden gem69 Lecture 19: Dynamic Programming I: Fibonacci, Shortest Paths
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Classic70 71 72 73 Infinite Data Structures: To Infinity & Beyond! - Computerphile
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Classic74 75 76 77 78 79 80 81 82 83 84 85 John Rauser keynote: "Statistics Without the Agonizing Pain" -- Strata + Hadoop 2014
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Classic86 Efficient Bayesian inference with Hamiltonian Monte Carlo -- Michael Betancourt (Part 1)
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Classic87 88 89 90 Lec 1 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005
MIT OpenCourseWare
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91 92 93 94 95 96 97 98 99 100 101 George Hotz | Programming | we do coronavirus science aka hacking nature #lockdown part1 | COVID-19
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102 Hacking at Quantum Speed with Shor's Algorithm | Infinite Series
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103 104 105 106 107 In search of software perfection - 2016 Milner Award lecture by Dr Xavier Leroy.
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Hidden gem108 109 Donald Knuth: Algorithms, Complexity, and The Art of Computer Programming | Lex Fridman Podcast #62
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Classic110 111 112 113 114 115 Peeling the Banana: Recursion Schemes from First Principles - Zainab Ali
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Hidden gem116 117 118 119 120 121 Duolingo -- the next chapter in human computation | Luis von Ahn | TEDxCMU 2011
TEDx Talks
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122 123 124 125 126 127 128 Simon Peyton Jones on Getting from A to B fast route finding on slow computers [PWL London]
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Hidden gem129 130 131 132 133 134 135 136 137 138 139 Sensor Fusion on Android Devices: A Revolution in Motion Processing
Google TechTalks
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Classic140 141 142 1 Problem, 16 Programming Languages (C++ vs Rust vs Haskell vs Python vs APL...)
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Classic143 144 145 146 147 148 A Not So Simple Matter of Software | Talk by Turing Award Winner Prof. Jack Dongarra
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149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 MuniHac 2019: Fast Downward: Solving Declarative Planning problems in Haskell
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165 166 167 168 169 170 171 172 173 Constraint Solvers for the Working PL Researcher - Nadia Polikarpova at PLMW@ICFP
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174 175 176 177 178 179 180 181 Hacking Roller Coaster Tycoon with Genetic Algorithms and Go - Kevin Burke
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182 183 184 185 186 187 188 189 190 Programming A Chess Engine in C Part 1 - Resources and Community
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191 192 Advent of Code 2020 Day 2 Password Philosophy in Clojure (destructuring, regex regular expressions)
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193 194 Leetcode two sum solution explained - coding interviews challenge
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195 196 197 198 199 How Command & Conquer: Tiberian Sun Solved Pathfinding | War Stories | Ars Technica
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Classic200 201 202 203 204 205 C++Now 2018: You Can Do Better than std::unordered_map: New Improvements to Hash Table Performance
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Classic206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 Stanford Lecture: Don Knuth—"A Conjecture That Had To Be True" (2017)
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Classic223 224 225 226 227 228 BIG NEWS: All 140 TypeScript Challenges - Video Solutions and Explanations
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Hidden gem229 230 231 232 233 234 235 236 237 238 239 240 Will YouTube run out of video IDs 4x faster than Tom Scott predicted? base64url clojure.data.json
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241 Using Clojure to Solve NPR's Sunday Puzzle: Chicago Clojure Meetup, Dec. 18, 2018
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242 243 I wired my tree with 500 LED lights and calculated their 3D coordinates.
Stand-up Maths
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244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 Paul Kinsky - Lazily Diffing Merkele Trees with Recursion Schemes 3/4
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259 Advent of Code 2020 Day 20 Jurassic Jigsaw in Clojure (attractive fixed points)
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260 261 262 263 264 265 Kip Cole on Time, Localization and Building Agenda
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Recent pick266 267 268 269 270 271 272 273 274 275 276 277 278 Princeton Robotics - Russ Tedrake - Dexterous Manipulation with Diffusion Policies
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279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 Karl Sims - Evolved Virtual Creatures, Evolution Simulation, 1994
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Classic294 World's Fastest Rubik's Cube Solving Robot - Now Official Record is 0.900 Seconds
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295 296 297 298 299 300 301 End-to-End Procedural Generation in Caves of Qud
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Recent pick302 303 304 305 306 Donald Knuth: Programming, Algorithms, Hard Problems & the Game of Life | Lex Fridman Podcast #219
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307 308 309 310 Astonishing discovery by computer scientist: how to squeeze space into time
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311 312 313 314 315 What is a Discrete Fourier Transform? | Week 14 | MIT 18.S191 Fall 2020 | Grant Sanderson
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316 317 Program Synthesis in Reverse Engineering - Rolf Rolles at Fastly Security Speaker Series
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318 319 "Program Synthesis as High-Level Machine Learning" Swarat Chaudhuri | FLOC 2018
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320 321 322 323 324 325 Bruno Bonacci on Viewstamped Replication @PWL London
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Hidden gem326 Sum all digits of a number recursively. Introduction to programming in Python
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Hidden gem327 DP on Trees | Day 05 | Code A Problem A Day | C++ | Java | DSA | Placements
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Hidden gem328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 How life emerges from a simple particle motion law: Introducing the Primordial Particle System
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345 346 347 348 349 350 351 352 353 354 Robert Moss: Julia and the Next Generation Airborne Collision Avoidance System
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355 356 357 358 359 360 361 362 363 364 365 366 Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 1: Overview and Tokenization
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367 Stanford CS234 Reinforcement Learning I Introduction to Reinforcement Learning I 2024 I Lecture 1
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368 01 - Relational Model & Relational Algebra (CMU Intro to Database Systems / Fall 2022)
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369 370 Age of Empires: 25+ years of pathfinding problems with C++ - Raymi Klingers - Meeting C++ 2025
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Recent pick371 372 373 The 1 Trillion Pixel Maze: My Decade-Long Obsession with C# Optimization - Davy Davidse
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374 375 376 377 Stanford EE274: Data Compression I 2023 I Lecture 1 - Course Intro, Lossless Data Compression Basics
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378 379 380 My Favorite Expanders | Richard M. Karp Distinguished Lecture
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381 382 383 Solving Multi-Objective Constrained Optimisation Problems using Pymoo — Pranjal Biyani
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384 Optimal Spectral Gaps | Richard M. Karp Distinguished Lecture
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385 Shape Decomposition for Multi-channel Distance Fields by Zach Tellman [PWL SF]
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386 John Feminella on Impossibility of Distributed Consensus with One Faulty Process
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387 388 389 390 Let’s run a tiny chess neural network by hand! - Amédée d’Aboville at !!Con 2024
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