Part of MLOps with Databricks course by Marvelous MLOps: https://maven.com/marvelousmlops/mlops-with-databricks

Guest lecture by Paul Iusztin + Q&A.

Paul gave a presentation on architecting #LLM & RAG systems and walked through:

- the fundamentals (RAG…

Vinija's detailed AI Notes

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning." - MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning

If you've wondered how a PM can grow their comp from $50K to $750K/year, this episode is for you. Satish Mummareddy did exactly that by growing to IC7 PM at Meta.

We tell the whole story:

Preview – 00:00:00
Breaking into Product Management – 00:01:01
Salary…

Code and Slides. Contribute to hamzafarooq/building-llm-applications-from-scratch development by creating an account on GitHub.

The thinking process behind any AI system.

A unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.

This repo is meant to serve as a guide for Machine Learning/AI technical interviews. - alirezadir/Machine-Learning-Interviews

Discover how Predibase's end-to-end reinforcement fine-tuning platform enables developers to build specialized AI models that outperform larger foundation models—even with limited labeled data.

Notebooks and sample code for Build On Trainium. Contribute to aws-neuron/neuron-workshops development by creating an account on GitHub.

Building the future of AI with AWS Trainium.

The 40 Rules of Machine Learning Engineering

That Will Give You a PhD in real-world ML Without Scars & Tears:

❯ Before Machine Learning

 #1 - Do not default to Machine Learning
 #2 - Quantify the problem before considering ML 
 #3 - Implement metrics…

By Ko-Jen Hsiao, Yesu Feng and Sudarshan Lamkhede

Composable building blocks to build Llama Apps. Contribute to meta-llama/llama-stack development by creating an account on GitHub.

Practice Machine Learning and Data Science Problems

Explore cutting-edge autonomous AI systems and GenAI tools and Infra. with 15+ expert demos with live Q&A

In this 10-lesson course we take you from concept to code while covering the fundamentals of building AI agents. Find the full "AI Agents for Beginners" Cour...

📚 𝗚𝗲𝘁𝘁𝗶𝗻𝗴 𝗶𝗻𝘁𝗼 𝗥𝗲𝗶𝗻𝗳𝗼𝗿𝗰𝗲𝗺𝗲𝗻𝘁 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 (𝗥𝗟)? 𝗛𝗲𝗿𝗲’𝘀 𝘄𝗵𝗮𝘁 𝗵𝗲𝗹𝗽𝗲𝗱 𝗺𝗲 𝘁𝗵𝗲 𝗺𝗼𝘀𝘁.

A few days ago, Cameron R. Wolfe, Ph.D. shared a great list of RL resources. I added a comment with a few of my own favorites — and since that sparked a bunch of DMs, I figured…