An MLOps pipeline for unsupervised industrial defect detection using PaDiM, ONNX, FastAPI, Docker, Azure DevOps, and MLflow.

A Retrieval-Augmented Generation (RAG) application for querying legal documents. It uses PostgreSQL, Elasticsearch, and LLM to provide summaries and suggestions based on user queries. Features data…

LLM Exam Assistant using RAG, ElasticSearch and Ollama/ChatGPT

Free MLOps course from DataTalks.Club

LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base.

A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit

MLOps Platform for MLOps Crash Course

Get your MLOps (Level 1) platform started and going fast.

🚀🎬 ShortGPT - Experimental AI framework for youtube shorts / tiktok channel automation

A repository containing workshop material used during DataHack Summit 2023, organized by Analytics Vidhya, for the workshop titled Mastering MLOps – The Art of Productionalizing ML Models.

AWS EKS Kubernetes - Masterclass | DevOps, Microservices

linux commands for c1_01_micro1

A complete begineers guide to learn shell scripting from scratch which includes Videos, Practice scenarios and project idea.

This repository started out as a learning in public project for myself and has now become a structured learning map for many in the community. We have 3 years under our belt covering all things Dev…

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