Data Version Control Tutorial/Repo for project-of-the-week DataTalksClub event
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Updated
May 7, 2024 - HTML
Data Version Control Tutorial/Repo for project-of-the-week DataTalksClub event
Insurance Premium Prediction
AIOps Workflow implementation for Stack Overflow tag prediction task
This repository holds all the project files belongs to a Kidney diesease classification application which takes x-rays images and classify the image as dieseased or healthy by using Deep learning CNN classification techniques.
FastAPI for the classification model on publicly available Census Bureau data
Project template using DVC and Poetry.
Streamlit App for Node and Graph Classification and Explainability
Predict next-day rainfall in Australia using machine learning and MLOps.
Data and Model versioning for Iterative ML process
Playground for learning DVC
This is a production grade project which is used to classify eight different types of Skin Diseases using CNN. It is trained on top of VGG16 architecture and used MLFLOW for model versioning. It also uses DVC pipeline to automate the complete each stage of the project. Finally I have dockerized the project and Hosted In AWS using EC2 instance, ECR.
Kaggle | Histopathologic Cancer Detection
This contains the dvc files created from data versioning.
This is a test project to learn how to use pytorch (pytorch-lightning) for computer vision and how to include DVC and MLflow in my workflow
Data version control with Makefile and DVC
Deploying a Machine Learning Model on Heroku with FastAPI using CI/CD tools as GitHub Actions and Heroku Automatic Deployment.
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