Been watching a few math degree YouTube videos — a common theme is that Abstract Aglebra feels very unmotivated the first time you encounter it. What exactly does this field of study “solve”? Not solve in an engineering sense (math students don’t ask questions like that) but…
5 Lectures and keynotes defining AI right now ▪️ @karpathy: Software Is Changing (Again) ▪️ @RichardSSutton: The OaK Architecture: A Vision of SuperIntelligence from Experience ▪️ GTC March 2025 Keynote with NVIDIA CEO Jensen Huang ▪️ @ylecun "Mathematical Obstacles on the Way…
Caching by @BenjDicken As the author says, "... this article barely scratches the surface of caching ...", caching is a fascinating and exciting concept. Read this interactive article, and also the case studies at the end of the article. planetscale.com/blog/caching
Since the post resonated, check the dedicated chapters on CPU Caches from the book, Algorithmica by Sergey Slotin. en.algorithmica.org/hpc/cpu-cache/…
It's weekend - So I'm upskilling and working on side projects. The Best Smart Contract developers are security conscious. Learning how to Write crazy S.C Audits. Thank you @PatrickAlphaC @theredguild 🫡🫡
These are really good. Y'all can also check out the playlist on youtube 👇
Statistics learning resources🚀 An Introduction to Statistical Learning These books are one of the best free stats implementation books available online. Books link - statlearning.com Youtube playlist (python) - youtube.com/playlist?list=… Youtube playlist (R) -…
To this day, just by pure hard work and persistence, you can make it in web3 & crypto, especially in web3 security. If you are reading this, this is your chance to focus, get back on track, and do the work you know you MUST do🫡
study graph theory the entire universe runs on connections. neurons, roads, networks, friendships, computers, logistics, even ideas; all are graphs. graph theory is the math of relationships. it teaches you how things interact, not just what they are. you’ll start seeing…
People don’t make any effort. At all. I’m shocked. People ask me in replies for a link while I literally posted it in my first comment. People ask me for a full course while I provided a list of topics. Bro, you can just google all topics or ChatGPT it to death. I don’t even…
I just discovered the entire playlist of C++ lectures from the same teacher at ITMO University! 30 videos ~45 hours of content My new fav playlist on YouTube now. Topics: 1. Passing by Value, RVO, NRVO 2. Rvalue-references, Move Semantics, Xvalue, Copy Elision, Lifetime…
I absolutely love it when I see people with a strong math background working/doing stuff in ML. Their blogs are always THE BEST If you're like this, please let me know. I'd love to follow you. I'll post a tweet compiling blogs like these some day (and yes I do read them)
This prof from Yale literally shows how to think smarter than everyone around you
karpathy speaks like someone who’s running a mental compiler in real time with minimal interpretive latency & almost zero runtime garbage. he’s not verbose. he just threads complexity into compressed lossless statements. most smart people can be dense, but they lose clarity.…
The @karpathy interview 0:00:00 – AGI is still a decade away 0:30:33 – LLM cognitive deficits 0:40:53 – RL is terrible 0:50:26 – How do humans learn? 1:07:13 – AGI will blend into 2% GDP growth 1:18:24 – ASI 1:33:38 – Evolution of intelligence & culture 1:43:43 - Why self…
major cheat code in life: be the one who reaches out. text first. call first. plan first. initialize first. most people wait to be chosen. be the chooser. connection requires initiative. friendship requires effort. love requires action. stop waiting to be picked. start picking.…
I don’t think people realize that Joseph’s streams are literally better than any class you can take in RL. Frontier lab dev. Access to an expert. Will answer all questions of any skill level.
I just stream everything except private sim dev for clients. This is all from this week
Stanford just released a new course for this Fall: Transformers & Large Language Models by the Amidi brothers. Three videos are already available for free on YouTube. SYLLABUS: > Transformers (tokenization, embeddings, attention, architecture) > LLM foundations (MoEs, types of…
Strongly disagree with the original post, and agree with that Berkeley, Stanford, and UCSD actually do offer many good courses that are cutting edge and timely. For example, this Winter I offered this machine learning systems course hao-ai-lab.github.io/cse234-w25/ at UCSD (all materials…
At @Berkeley_EECS we always work to keep our curriculum fresh. Our intro ML course CS 189 just got a drastic makeover this semester (thanks @profjoeyg @NargesNorouzi!) and now includes ~12 lectures on e.g. Adam, PyTorch, various NN architectures, LLMs, and more (see…
(1/2) i felt like no one actually teaches you a good framework for how to read (ML) papers well + fast, so i wrote this 5-minute read tldr: because so many papers suck, here's how to go through them quickly and revisit the good ones
It's so simple bro; ➺ Do CryptoZombies ➺ Cyfrin Updraft ➺ Go to Hackathons! ➺ Build simple frontend ➺ Build simple indexers ➺ Deploy something real ➺ Read great protocols ➺ Do Speedrun Ethereum ➺ Read audit reports ➺ Upskill ➺ Go to step 6 and repeat.
I made a video about this! youtu.be/Fc2jqomTDws?si…
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How I learned AI from YouTube (more practical than Harvard)
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