MLOps & Tools

PyCaret is an open-source, low-code machine learning library in Python that automates the end-to-end machine learning workflow. It provides a unified interface…

Weights & Biases (WandB) is a machine learning experiment tracking and visualization platform that helps ML practitioners log, compare, and reproduce…

Optuna is an open-source hyperparameter optimization framework designed for machine learning. It uses Bayesian optimization with Tree-structured Parzen…

Model deployment is the process of putting a trained machine learning model into a production environment where it can receive real-time or batch data and…

Model versioning is the practice of systematically tracking and managing different versions of machine learning models throughout their lifecycle, similar to…