This video was recorded in San Francisco on February 4th, 2019 and can be viewed here: https://youtu.be/56kiAIqO1eg

1. Arno Candel
Chief Technology Officer
H2O.ai
@ArnoCandel
Driverless AI
Hands-On Tutorial
#H2OWORLD

2. • Go to https://aquarium.h2o.ai/
• Click on “Create a new account”
• Create a new account with a valid email address
• You will receive an email with a randomly generated password
• Go back to https://aquarium.h2o.ai/login
• Log in using the generated password and your email address
• Click on “Browse Labs” on the left bar
• Choose “Introduction to Driverless AI (1 GPU)”
• Wait for instructions
• Copy & paste license key from: bit.ly/diveintoh2o
Driverless AI Hands-On Tutorial — One-Time Setup

3. • Copy & paste license key from:
bit.ly/diveintoh2o
Driverless AI Hands-On Tutorial — One-Time Setup

4. • IID (Independent and Identically Distributed) Data
• Import Credit Card dataset
• Visualize data with AutoVis, detect outliers
• Prepare Training/Testing data splits
• Run Experiment to predict credit card default
• Diagnose model performance on test set
• Run MLI to see what factors influence credit card default
• Time-Series
• Import Walmart store sales dataset
• Run Experiment to predict ‘Weekly Sales’ per Store and Department, using Date or
AUTO as time column
• Run MLI to see what drives sales
Driverless AI Hands-On Tutorial — Outline

5. http://docs.h2o.ai
http://github.com/h2oai/tutorials
Driverless AI Hands-On Tutorial — More Resources