Mar 4, 2019 · Artificial Intelligence

A Practical Guide to H2O AutoML: Installation, Python Workflow, Model Training, and Deployment

This article introduces the open‑source H2O platform, walks through installing the Python package, demonstrates data import, model building with GBM and AutoML, evaluates results, explains model deployment via POJO/MOJO, and discusses the visual Flow UI and broader implications of automated modeling.

AutoMLData ScienceH2O

0 likes · 12 min read

A Practical Guide to H2O AutoML: Installation, Python Workflow, Model Training, and Deployment

JD Tech Talk

Mar 1, 2019 · Artificial Intelligence

Introduction to H2O AutoML: Overview, Practical Workflow, and Model Deployment

This article introduces the open‑source H2O platform, explains how to install and use its Python API for data loading, preprocessing, model training with GBM and AutoML, evaluates results with AUC, and describes model deployment via POJO/MOJO as well as the visual Flow UI, concluding with reflections on the role of automated modeling in data science.

AutoMLData ScienceH2O

0 likes · 12 min read

Introduction to H2O AutoML: Overview, Practical Workflow, and Model Deployment