How to use AI dev tools?

How I ACTUALLY use AI in my work - YouTube
by Maximilian Schwarzmüller


ChatGPT & Generative AI - The Complete Guide | Udemy

Course: ChatGPT & Generative AI - The Complete Guide | Udemy Business

21.5h

Local LLMs via Ollama & LM Studio - The Practical Guide | Udemy
Course: Local LLMs via Ollama & LM Studio - The Practical Guide | Udemy Business
4h

AI For Developers With GitHub Copilot, Cursor AI & ChatGPT | Udemy
Course: AI For Developers With GitHub Copilot, Cursor AI & ChatGPT | Udemy Business
5.5h


Academind Courses

AI tools and sites links

• Multiverse AI Toolkit
• wisprflow.ai
• AI Problems Index
• Papers With Code
• Consensus
• nomic-embed-text
• Faiss
• Model Context Protocol Tutorials
• Awesome Cursor Rules
• MCP Security Checklist
• Google Style Guide
• Self-Modifying Agent Example
• Postgres MCP Agent
• Weave Self-Managed
• Transformer Circuits: Attribution Graphs
• Arxiv: 2404.09932
• Arxiv: 2502.16797
• SBERT Retrieve & Re-rank Example
• Liz The Developer Github Repo
• AI Agents Training Github Repo

AI: Periodic table of machine learning

 “Periodic table of machine learning” could fuel AI discovery | MIT News | Massachusetts Institute of Technology

A periodic table for machine learning - Microsoft Research

Researchers from MIT, Microsoft, and Google have introduced a “periodic table of machine learning” that stands to unify many different machine learning techniques using a single framework. Their framework, called Information Contrastive Learning (I-Con), shows that a variety of different algorithms including classification, regression, large language modeling, clustering, dimensionality reduction, and spectral graph theory, can all be viewed in a more general context.

A Unifying Framework for Representation Learning - Microsoft Research

the paper: I-CON: A UNIFYING FRAMEWORK FOR REPRESENTATION LEARNING