"Competitive Programmer’s Handbook"
This book of ~300 pages covers 30 important topics. A MUST for tech interviews.
Download for FREE → https://t.co/BdDvKWWdq4
Machine Learning from Stanford - by Andrew Ng
Stanford University has kept the complete lecture notes of its CS229 course 💯 FREE.
Download from here → https://t.co/hQqEkI8fHj
MIT offers 12 Books on AI & ML (FREE TO DOWNLOAD):
1. Foundations of Machine Learning
https://t.co/1jJ3JiO6nO
2. Understanding Deep Learning
https://t.co/D1IlZvwA9l
3. Algorithms for ML
https://t.co/Et5WEnCjgE
4. Reinforcement Learning
https://t.co/1JYGP1sHsP
5. Introduction to Machine Learning Systems
https://t.co/e1J5yHQpp3
6. Deep Learning
https://t.co/Im2J7XobNz
7. Distributional Reinforcement Learning
https://t.co/M9iYfNILNn
8. Multi Agent Reinforcement Learning
https://t.co/stSV649oQj
9. Agents in the Long Game of AI
https://t.co/HwFWKW8fM3
10. Fairness and Machine Learning
https://t.co/sYzltc6cnc
11. Probabilistic Machine Learning
❯ Part 1 : https://t.co/gXdY5Fc077
❯ Part 2 : https://t.co/F7QX3MbKMx
[Download 698-page PDF eBook]
Everything You Always Wanted To Know About #Mathematics*
(*But didn’t even know to ask)
A Guided Journey Into the World of Abstract Mathematics, Theorems, and the Writing of Proofs: https://t.co/gJ31Zw68Zy
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 driving took so long
1:57:08 - Future of education
Look up Dwarkesh Podcast on YouTube, Apple Podcasts, Spotify, etc. Enjoy!
I recently learned about Cayley transforms.
Similar to how you can parameterize a 3x3 rotation matrix by 3 Euler angles or a 4 element quaternion, Cayley transforms allow you to parameterize an N dimensional rotation matrix with just N*(N-1)/2 unique values in a skew-symmetric matrix, saving more than half the parameters and guaranteeing that the matrix will always be orthogonal.
Unfortunately, the transformation involves a linalg.solv() or pinverse(), so it gets slow with thousands of dimensions.
Still, I am happy to have this in my mental toolbox now!
https://t.co/lWt70e79Dz
🚨 BREAKING: 16 BILLION PASSWORDS LEAKED: APPLE, GOOGLE, FACEBOOK USERS EXPOSED
What’s being called the largest password leak in history has just been confirmed: 16 billion login credentials, many from major platforms like Apple, Google, Facebook, GitHub, and more, are now exposed and circulating.
Researchers say the leak comes from 30 separate datasets, most of it new, not recycled.
And it’s not just usernames and passwords... URLs, emails, and full login sequences are included.
This isn’t just a breach. It’s a blueprint for mass phishing, account takeovers, and digital identity theft at global scale.
“This is fresh, weaponizable intelligence at scale,” said researchers.
And it’s live now.
Act fast. Stay ahead. Or get locked out.
Source: Forbes, CyberNews
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