Dr. James McCaffrey provides hands-on examples in introducing ML.NET, for machine learning prediction models, and AutoML, which automatically examines different ML algorithms, finds the best one, and ...

A tutorial on AutoML covering FLAML, AutoGluon, framework comparison, and best practices for automating ML pipelines.

AutoML is transforming data science by automating data preparation, feature engineering, model selection, and deployment workflows across enterprises. The integration of generative AI, explainability ...

A teaching plan for live workshops. Six stations, each ~12–15 minutes. The arc goes from "what is a backtest" to "my own custom strategy validated honestly." Audience assumed: comfortable with Python ...

There's an irony around Artificial Intelligence (AI) work: it involves a lot of manual, trial and error effort to build predictive models with the highest accuracy ...

This past month I attended the AI for Finance show in New York where I was the host for a one-hour "tech talk" on the subject of AutoML in the world of financial services. With over 150 people in ...