Driverless AI

This repository has tutorials that focus on Driverless AI version 1.9.0.

Check out the New H2O.ai Learning Center where you can earn badges for completing the Self-Paced Tutorials or Instructor-Led Courses.

Self-Paced Tutorials:

• Getting Started with Driverless AI Test Drive

• Automatic ML Intro with Driverless Test Drive

• Machine Learning Scoring and Analysis Tutorial - Financial Focus

• Machine Learning Interpretability

• Time Series Tutorial - Retail Sales Forecasting

• Natural Language Processing Tutorial - Sentiment Analysis

• Get Started with Open Source Custom Recipes Tutorial

• Build Your Own Recipe Tutorial

• NEW - Scoring Pipeline Deployment Introduction

• NEW - Scoring Pipeline Deployment Templates

• NEW - Disparate Impact Analysis Tutorial

• NEW - Risk Assessment Tools in the World of AI, the Social Sciences, and Humanities

• NEW - Scoring Pipeline Deployment in Java Runtime

• NEW - Scoring Pipeline Deployment in C++ Runtime

• NEW - Scoring Pipeline Deployment in Python Runtime

• (COMING SOON) - Scoring Pipeline Deployment to Apache NiFi

For other versions of the Driverless AI tutorials, check out the following repo's:

• Driverless AI Tutorials 1.8.7.1 Repo

• Driverless AI Tutorials 1.8.4.1 Repo

• Driverless AI Tutorials 1.8.0 Repo

• Driverless AI Tutorials 1.7.0 Repo

• Driverless AI Tutorials 1.6.0 Repo

• Driverless AI Tutorials 1.4.2 Repo

Running Into Issues With Tutorials?

If you run into problems that prevent you from completing a tutorial, head on over to H2O.ai's Slack Channel and chat with Data Scientists all over the world.

If you are certain there is an issue with the tutorial, please create a new issue on Github, and we will do our best to resolve resolve it.

Interested In Contributing Updates Or New Tutorials?

Fix issues, help clarify topics, update a tutorial to be compatible with the newest releases, or even create a brand new tutorial!

• Contribute Tutorial Updates
• Write A New Tutorial

If you'd rather simply suggest changes or fixes to make, or if you have an idea for a new tutorial you'd like to see, feel free to create a new issue, and a community member will check it out.