Lists (3)
Stars
21 Lessons, Get Started Building with Generative AI
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs,…
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…
A game theoretic approach to explain the output of any machine learning model.
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
Python programs, usually short, of considerable difficulty, to perfect particular skills.
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Free MLOps course from DataTalks.Club
This repository contains demos I made with the Transformers library by HuggingFace.
An open-source, low-code machine learning library in Python
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
Collection of useful data science topics along with articles, videos, and code
TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's …
This is Andrew NG Coursera Handwritten Notes.
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
LLM Finetuning with peft
Efficient few-shot learning with Sentence Transformers
This repos contains notebooks for the Advanced Solutions Lab: ML Immersion
Datasets, tools, and benchmarks for representation learning of code.
Beyond Accuracy: Behavioral Testing of NLP models with CheckList
Public repo for DeepLearning.AI MLEP Specialization