Présenté en Français: Machine Learning Automatique avec H2O Driverless AI

Presented by

Badr Chentouf,

About this talk

H2O Driverless AI is's flagship platform for automatic machine learning. It fully automates the data science workflow including some of the most challenging tasks in applied data science such as feature engineering, model tuning, model optimization, and model deployment. Driverless AI turns Kaggle Grandmaster recipes into a full functioning platform that delivers "an expert data scientist in a box" from training to deployment. We will be discussing the latest in Driverless AI, as follows: Deep Learning Tensorflow Models Standalone Java Scoring Pipeline Deep Learning for NLP/Text LightGBM Models Interpretability for Time-Series Capability Advanced Feature Ensemble Local Feature Brain FTRL Models, Model Diagnostics, Model Retraining

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Subscribers (19199) is the maker of H2O, the world's best machine learning platform and Driverless AI, which automates machine learning. H2O is used by over 200,000 data scientists and more than 18,000 organizations globally. H2O Driverless AI does auto feature engineering and can achieve 40x speed-ups on GPUs.