Data and Model versioning for Iterative ML process
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Updated
Feb 15, 2019 - Python
Data and Model versioning for Iterative ML process
Kaggle | Plant Seedlings Classification
Kaggle | Histopathologic Cancer Detection
Deploying a Machine Learning Model on Heroku with FastAPI using CI/CD tools as GitHub Actions and Heroku Automatic Deployment.
This contains the dvc files created from data versioning.
FastAPI for the classification model on publicly available Census Bureau data
Insurance Premium Prediction
Stolen programs from Rohit Mehra's Time Machine from Krish(2006) for future weather prediction at Beutenberg
SageMaker Experiments and DVC
AIOps Workflow implementation for Stack Overflow tag prediction task
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
This project contains the production ready Machine Learning solution to make the prediction on the batch of data coming from Air Pressure system (APS) sensors
Some useful stuff for a software/ML engineer
Playground for learning DVC
Predict next-day rainfall in Australia using machine learning and MLOps.
Project template using DVC and Poetry.
Streamlit App for Node and Graph Classification and Explainability
Data Version Control Tutorial/Repo for project-of-the-week DataTalksClub event
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