A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management 🚀

A curated list of awesome open source and commercial platforms for serving models in production 🚀

A curated list of awesome open source and commercial MLOps platforms 🚀

In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype…

A controlled environment to play around with various data errors and stages in the ML lifecycle and measure their impact on model fairness and stability.

Predict the future sale price of a bulldozer, given its characteristics and previous examples of how much similar bulldozers have been sold for...