Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.

An open-source RAG-based tool for chatting with your documents.

The repository provides code for training/fine tune the Meta Segment Anything Model 2 (SAM 2)

Hands-On Genetic Algorithms with Python, Published by Packt

A data engineering project with Kafka, Spark Streaming, dbt, Docker, Airflow, Terraform, GCP and much more!

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

MLOps for deploying a Credit Risk model

Design/Implement stream/batch architecture on NYC taxi data | #DE

Create a streaming data, transfer it to Kafka, modify it with PySpark, take it to ElasticSearch and MinIO

GenAI Cookbook

U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

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…

An end-to-end data engineering pipeline that orchestrates data ingestion, processing, and storage using Apache Airflow, Python, Apache Kafka, Apache Zookeeper, Apache Spark, and Cassandra. All comp…

This repository contains an Apache Flink application for real-time sales analytics built using Docker Compose to orchestrate the necessary infrastructure components, including Apache Flink, Elastic…

The open-source tool for building high-quality datasets and computer vision models

real time face swap and one-click video deepfake with only a single image

High-quality datasets, tools, and concepts for LLM fine-tuning.

Always know what to expect from your data.

Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization

Let's build our own scalable chatbots for the Scalable Machine Learning and Deep Learning course at KTH!!

An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs

This repository is a curated collection of the most exciting and influential CVPR 2024 papers. 🔥 [Paper Code Demo]

A curated list of awesome open-source libraries for production LLM

An Awesome List of Open-Source Data Engineering Projects

MinIO is a high-performance, S3 compatible object store, open sourced under GNU AGPLv3 license.