Automated Machine Learning – AutoML, TPOT, H2O, AutoKeras Course – Udemy, Sep 2024

Course Description:

The Automated Machine Learning – AutoML, TPOT, H2O, AutoKeras Course provides an extensive walkthrough of the world of automated machine learning (AutoML). AutoML is making deep impacts on machine learning by automating the most critical steps of data preprocessing, feature engineering, model selection, and hyperparameter optimization. It helps turn machine learning into something people who don’t know much about data science or programming can pick up. It also allows people extremely experienced in machine learning to save time and work more efficiently.

A few leading frameworks for AutoML are explored in detail. As a novel open-source tool, we introduce the TPOT tool, which uses genetic programming to optimise machine learning pipelines. Participants will also learn about H2O, a highly scalable and robust machine-learning platform offering AutoML on various algorithms.

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