SageMaker Experiments and DVC
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Updated
Aug 22, 2022 - Jupyter Notebook
SageMaker Experiments and DVC
Stolen programs from Rohit Mehra's Time Machine from Krish(2006) for future weather prediction at Beutenberg
Kaggle | Plant Seedlings Classification
Some useful stuff for a software/ML engineer
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
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
This contains the dvc files created from data versioning.
Deploying a Machine Learning Model on Heroku with FastAPI using CI/CD tools as GitHub Actions and Heroku Automatic Deployment.
Kaggle | Histopathologic Cancer Detection
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.
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.
Data Version Control Tutorial/Repo for project-of-the-week DataTalksClub event
Insurance Premium Prediction
FastAPI for the classification model on publicly available Census Bureau data
Project template using DVC and Poetry.
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