dataversioning

Mount remote repositories, models and datasets managed by Git LFS instantly.

DAIMS: Datasheets for AI and Medical Datasets

This contains the dvc files created from data versioning.

"End-to-End Machine Learning Pipeline Creation Using DVC: A comprehensive MLOps solution on GitHub." This GitHub repository showcases the implementation of an end-to-end machine learning pipeline using DVC (Data Version Control) for efficient data management and MLOps practices. The pipeline covers the entire machine learning workflow.

Production-grade MLOps pipeline for predictive maintenance using machine learning. Features automated data ingestion, validation, model training, MLflow experiment tracking, DVC versioning, Docker, Flask, GitHub Actions CI/CD, and AWS deployment.

In this NLP (Natural Language Processing) project, I address the challenge of classifying Stack Overflow comments as belonging to the 'Python' programming language or not. This project revolves around a binary classification task, where I leverage the power of NLP and machine learning techniques to make informed decisions.