Books / PDFS / EPUBS for different fields of programming . READ GROW AND ENJOY 😊😊😊😊
AI Makerspace: Blueprints for developing AI applications with cutting-edge technologies.
Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases with DVC and CML using Github Actions and IBM Watson. Part of the Engineering Final Project @ Insper
This project contains the production ready Machine Learning(Deep Learning) solution for detecting and classifying the brain tumor in medical images
Implementation of USAD (UnSupervised Anomaly Detection on multivariate time series) in PyTorch Lightning
This repository offers a comprehensive solution for chest disease detection, covering data ingestion, preprocessing, model training, and CI/CD deployment pipelines. From raw data to automated deployment, streamline your chest disease detection process with our end-to-end solution.
This is self study about the MLOPS
Foundation of MLOps
An example project, showcasing a DVC pipeline using SageMaker SDK for data preparation and model training
This project aims to classify chicken fecal samples into two categories: diseased (Coccidiosis) and healthy. The classification is based on analyzing images of the fecal samples using computer vision techniques.
An example of DVC pipeline with a Docker-wrapped command
This project contains the production-ready Machine Learning solution for detecting and classifying Covid-19, Viral disease, and No disease in posteroanterior and anteroposterior views of chest x-ray
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
Skeleton for DVC pipeline to evaluate multiple models together
End to End Machine Learning MLOps Project for Credit Card Fraud Detection using Ensemble Models, Data and Model Versioning through DVC, Github Actions, and Deployment
Census data classification model with Random Forest Classifier
An end-to-end, reproducible general ledger pipeline using dbt, dvc and duckdb, served with a Metabase dashboard for analytics
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