advanced-mlops-lifecycle-hydra-mlflow-optuna-dvc

Quilt is a data mesh for connecting people with actionable data

This repository is a nodejs based microservices built with the monorepo strategy

In this course navigates through the LLMOps pipeline, enabling you to preprocess training data for supervised fine-tuning and deploy custom Large Language Models (LLMs).

A demonstration of how DVC and MLFlow can be used in the task of data relabeling

Articles, tutorials, and tools about creating scalable and sustainable ML/DL systems.

Learning data and model versioning with ClearML while cleaning and modeling happiness by country with a Kaggle dataset

Deploying a ML Model to Cloud Platform with FastAPI applying CI/CD practices

Advanced Machine Learning Regression: Predicting Car Prices

DVC + MLflow for data monitoring and ML lifecycle management