Application of AutoML (H2O): Notebook in Python for Beginners to Professionals

AutoML (H2O) Project – A Guide to build a multi-class classification model in Python using OpenML dataset

AutoML - H2O for Beginners - A Guide to build a multi-class classification model in Python using car description Data

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Python Codes

Load Dataset

Profiling dataset and EDA with visualisation

Train and Test data split using H2O

Training with AutoML (H2O) Model for Structured Dataset (Tabular dataset)

Performance of the AutoML (H2O) Model

Best Model Deep Dive

Save model

Load model

Prediction with the Model

Summary

In this coding recipe, we discussed how to build a classification model in Python with H2O.

Specifically, we have learned the followings: