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Today in my #MachineLearning course, we’ll dive into Bayesian Linear Regression. As a prerequisite, I’ll introduce Markov Chain Monte Carlo (MCMC) methods for sampling from the posterior distribution of model parameters. We'll begin with the basics of Monte Carlo methods,…
Teach @claudeai your Notion playbook. With Notion Skills, you can bundle instructions, scripts, and resources into one file — ready to use across Claude, Claude Code, and the API.
My father passed away last month at just 55 years old. Before he died, he taught me 4 lessons that shaped who I am today. Here’s what they are (& how you can apply them to your own life):
🚨 Anthropic acaba de lanzar cursos gratuitos de IA. No necesitas experiencia previa ni pagar nada. Aquí tienes los 6 mejores cursos para convertirte en un experto este 2025 👇
The new steam age. This is actually becoming true in many cases. It's possible to do so much more on your own now.
The problem isn't that you don't know what to work on. It's that you haven't tried anything outside of what your parents, teachers, and boss have assigned to you. You haven't experimented with life to the point of finding that one thing you can't help but work on.
“Give me by all means the shorter and nobler life, instead of one that is longer but of less account!”
No matter how many times you have to start over… never settle.
To help my students better understand Principal Component Analysis (PCA) for feature dimensionality reduction, I created this interactive dashboard using #Python and @matplotlib. + Add a new point, drag it around, and watch it transform step by step through the PCA pipeline: ☐…
The stunning symmetry of galaxy NGC2985 shows its intricate structure, with spiralling arms unfurling from a bright centre, expanding outward until they softly fade into the void of space... (Credit: ESA/Hubble & NASA, L. Ho)
Standford is offering Large Language Models from Scratch for FREE! This courses teaches you the complete process of building LLMs from scratch. Find the course link👇
Most people avoid being wrong because their ego can't handle it... But the smartest people ACTIVELY look for ways they might be wrong They know being corrected early saves them from bigger mistakes later
Admitting error is not a failure—it’s a vindication of your methods and your pursuit of wisdom. We must constantly test what we think we know. Red-team our assumptions. Seek out people who can refute us. Go out of our way to go after the truth…wherever it leads us.
Are frontier AI models really capable of “PhD-level” reasoning? To answer this question, we introduce FormulaOne, a new reasoning benchmark of expert-level Dynamic Programming problems. We have curated a benchmark consisting of three tiers, in increasing complexity, which we call…
This has been an insane few days for AI: - GPT-5 & gpt-oss - Grok Imagine - Claude Opus 4.1 - Genie 3 - ElevenLabs Music The future is going to be wild 🤯
Me right now 😐 I let the cursor cook, now I am cooked.
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