| 1. | | Best Practices for Building Agentic AI Systems (userjot.com) |
| 183 points by vinhnx 33 days ago | 68 comments |
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| 2. | | Hand-picked selection of articles on AI fundamentals/concepts (aman.ai) |
| 214 points by vinhnx 38 days ago | 18 comments |
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| 3. | | Optician Sans – A free font based on historical eye charts and optotypes (optician-sans.com) |
| 322 points by exvi 50 days ago | 63 comments |
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| 4. | | LLM Inference Handbook (bentoml.com) |
| 366 points by djhu9 69 days ago | 26 comments |
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| 5. | | About AI Evals (hamel.dev) |
| 189 points by TheIronYuppie 79 days ago | 43 comments |
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| 6. | | Random Walk: A Modern Introduction (2010) [pdf] (uchicago.edu) |
| 48 points by Anon84 3 months ago | 7 comments |
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| 7. | | Getting a paper accepted (maxwellforbes.com) |
| 219 points by stefanpie 3 months ago | 129 comments |
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| 8. | | Writing an LLM from scratch, part 13 – attention heads are dumb (gilesthomas.com) |
| 351 points by gpjt 4 months ago | 67 comments |
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| 9. | | When ChatGPT broke the field of NLP: An oral history (quantamagazine.org) |
| 278 points by mathgenius 4 months ago | 173 comments |
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| 10. | | Learning Theory from First Principles [pdf] (ens.fr) |
| 207 points by Anon84 5 months ago | 25 comments |
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| 11. | | Pen and Paper Exercises in Machine Learning (2022) (arxiv.org) |
| 413 points by ibobev 6 months ago | 58 comments |
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| 12. | | Mathematical Foundations of Reinforcement Learning (github.com/mathfoundationrl) |
| 424 points by ibobev 6 months ago | 43 comments |
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| 13. | | Introduction to Stochastic Calculus (jiha-kim.github.io) |
| 444 points by ibobev 6 months ago | 70 comments |
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| 14. | | Statistical Rethinking (2024 Edition) (github.com/rmcelreath) |
| 193 points by lnyan 10 months ago | 32 comments |
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| 15. | | An Intuitive Explanation of Black–Scholes (gregorygundersen.com) |
| 212 points by alexmolas 11 months ago | 89 comments |
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| 16. | | Five ways to reduce variance in A/B testing (bytepawn.com) |
| 83 points by Maro 11 months ago | 28 comments |
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| 17. | | Web scraping with GPT-4o: powerful but expensive (blancas.io) |
| 377 points by edublancas on Sept 2, 2024 | 167 comments |
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| 18. | | The Truth About Linear Regression (2015) (cmu.edu) |
| 306 points by sebg on July 30, 2024 | 79 comments |
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| 19. | | A User’s Guide to Statistical Inference and Regression (mattblackwell.github.io) |
| 148 points by sebg on July 25, 2024 | 7 comments |
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| 20. | | Applied Machine Learning for Tabular Data (aml4td.org) |
| 154 points by sebg on July 25, 2024 | 20 comments |
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| 21. | | Better RAG Results with Reciprocal Rank Fusion and Hybrid Search (assembled.com) |
| 249 points by johnjwang on May 30, 2024 | 57 comments |
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| 22. | | Ilya Sutskever: “If you learn all of these, you’ll know 90% of what matters” (reddit.com) |
| 313 points by sh_tomer on May 18, 2024 | 110 comments |
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| 23. | | Radient – vectorize many data types, not just text (github.com/fzliu) |
| 63 points by fzliu on May 8, 2024 | 14 comments |
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| 24. | | Logarithmic Scales (briefer.cloud) |
| 89 points by lucasfcosta on May 8, 2024 | 35 comments |
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| 25. | | CS388: Natural Language Processing (utexas.edu) |
| 178 points by gone35 on May 10, 2024 | 10 comments |
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| 26. | | Proof of the Singular Value Decomposition (gregorygundersen.com) |
| 110 points by beckthompson on March 11, 2024 | 21 comments |
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| 27. | | Speech and Language Processing (3rd ed. draft) (stanford.edu) |
| 214 points by yeesian on March 11, 2024 | 32 comments |
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| 28. | | Learning Theory from First Principles [pdf] (ens.fr) |
| 279 points by magnio on March 2, 2024 | 63 comments |
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| 29. | | PID Without a PhD (2016) [pdf] (wescottdesign.com) |
| 215 points by makerdiety on Feb 26, 2024 | 58 comments |
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| 30. | | Everything is a linear model (danielroelfs.com) |
| 224 points by nopipeline on Feb 18, 2024 | 85 comments |
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