MortgagePredictorApp

Intro to CI/CD ? ??

Backend services for Chit Chat social network

Fine tuning pre-trained transformer model for custom text summarization with ETL pipeline and end to end deployment

Auto Github ECR push, CML to trigger EC2 spot, DVC Repro S3 storage using github actions, Deploy using Gradio to hugging face spaces - The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs

This project processes and visualizes visa-related data in Japan using Apache Spark. It leverages distributed computing for data processing and generates insightful visualizations for analysis.

An end-to-end deep learning project using DVC(MLOps Tool for Pipeline Tracking & Implementation) and Mlflow(MLOps Tool for Experiment Tracking and Model Registration) - Kidney Disease Classification

This project leverages deep learning for the classification of kidney disease using a combination of MLflow and DVC for experiment tracking, versioning, and orchestration.

This project is done to get hands on Mlops. In this project, I have used continuous integration, continuous deployment and continuous training architecture to perform machine learning operations on Wine-quality dataset.

This repo contains an end-to-end project for predicting wine quality using machine learning.