
Machine learning
Thema UYQM



Red Points and Blue Points


Probably Approximately Precision and Recall Learning


An Occam's Razor Principle for Transformers?

MIT 6.S191: Secrets of Massively Parallel Training

L’IA vient de franchir la limite qu’on redoutait : Continual Harness
AI has just crossed the limit we feared: Continual Harness

J'automatise ma prospection en 5 minutes avec Claude
I automate my prospecting in 5 minutes with Claude

Generative AI L29: Low Rank Adaptation (LoRA)






Vous gaspillez 90% de vos tokens sans le savoir
You are wasting 90% of your tokens without realizing it.

Generative AI L23: Training the transformer

Artisan BTP : L'IA génère votre métré complet en quelques minutes
Construction Pros: AI Generates Your Full Bill of Quantities in Minutes
![[ИАД, весна 2026] Математические методы анализа текстов. Лекция 9: Efficient Inference](https://i.ytimg.com/vi/K9mAZGuvvx0/maxresdefault.jpg)
[ИАД, весна 2026] Математические методы анализа текстов. Лекция 9: Efficient Inference
[IAD, Spring 2026] Mathematical Methods for Text Analysis. Lecture 9: Efficient Inference
![[ИАД, весна 2026] Математические методы анализа текстов. Лекция 7: Training LLMs](https://i.ytimg.com/vi/Z7ccnIxJCPI/maxresdefault.jpg)
[ИАД, весна 2026] Математические методы анализа текстов. Лекция 7: Training LLMs
[IAD, Spring 2026] Mathematical Methods for Text Analysis. Lecture 7: Training LLMs

CRÉE-TOI un SECOND CERVEAU IA : Obsidian + Claude Code !
CREATE YOURSELF an AI SECOND BRAIN: Obsidian + Claude Code!





Il a connecté son ADN et sa montre à l'IA (le résultat est génial)
He connected his DNA and his watch to AI (the result is amazing)

Le monde en ÉTAT DE CHOC : ce robot vient de devenir moine
The world in SHOCK: this robot has just become a monk


MLT| end term| revision session - 2

Mon IA prospecte à ma place 24h/24 (je te DONNE le système) 🤖
My AI does the prospecting for me 24/7 (I'll GIVE you the system) 🤖
![[ИАД, весна 2026] Введение в машинное обучение. Лекция 12: Инкрементное и онлайновое обучение](https://i.ytimg.com/vi/qns3id1PV3Y/sddefault.jpg)
[ИАД, весна 2026] Введение в машинное обучение. Лекция 12: Инкрементное и онлайновое обучение
[IAD, Spring 2026] Introduction to Machine Learning. Lecture 12: Incremental and Online Learning

Master 97% of Codex in 1 Hour (full course)
![[ИАД, весна 2026] Байесовский выбор моделей II. Лекция 10: Оценивание гиперпараметров граф. моделей](https://i.ytimg.com/vi/i5TmBFYnWCg/sddefault.jpg)
[ИАД, весна 2026] Байесовский выбор моделей II. Лекция 10: Оценивание гиперпараметров граф. моделей
[IAD, spring 2026] Bayesian model selection II. Lecture 10: Estimation of hyperparameters of graphical models

RLCR, Razonamiento en espacio latente, Bitter Lesson para agentes
RLCR, Reasoning in latent space, Bitter Lesson for agents

MLP End Term Revision



Agents Workspace ChatGPT : la vraie automatisation pour Tous enfin !
ChatGPT Workspace Agents: True automation for Everyone at last!
