IBM Watson Studio - AutoAI - Israel

Now available: AutoAI on IBM Watson Studio on the IBM Cloud™

What is AutoAI? Why Now?

Strategic investments in AI can be a game changer. To fulfill the promise of AI, organizations are tackling skill-set gaps, deployment and governance processes today. In particular, businesses are seeking an alternative where citizen data scientists can quickly get started and expert data scientists can speed experimentation time from weeks and months to minutes and hours. They need a multimodal data science and AI environment where data and analytics specialists collaborate with other experts and optimize model performance end-to-end.

To help simplify an AI lifecycle management, AutoAI automates:

Data preparation
Model development
Feature engineering
Hyper-parameter optimization

AutoAI is available within IBM Watson® Studio with one-click deployment through Watson Machine Learning. Use it with Watson OpenScale to track and measure AI outcomes together with the Watson Studio family.

To learn more, view the AutoAI infographic (PDF, 2.8 MB)

AutoAI benefits

Fast model selection

Select top-performing models in only minutes.

Start quickly

Get started with experimentation, evaluation and deployment.

AI lifecycle management

Enforce consistency and repeatability of end-to-end ML and AI development.

AutoAI features

Integrated UI

Automate data prep, feature engineering and hyper-parameter optimization.

Pipeline leaderboard

Watch and compare the top performing models on the leaderboard.

One-click deployment

When you are ready, save and select services to deploy with Watson Machine Learning.

What’s new with AutoAI

Ruchir Puri, CTO and Chief Architect of IBM Watson

Watch the video: Automation of AI

Ruchir Puri discusses the next revolution in automating AI. Learn how to automate the task of building, deploying, and managing AI tasks.

Watch the video (10:54)

Person sitting at desk, working with three computer monitors

On-demand Webinar: AI for AI – Introducing AutoAI with Watson Studio

View how you can automate and operationalize AI across the data science lifecycle with AutoAI today.

Sign up to watch the webinar (link resides outside IBM)

Expert blog: AutoAI from a beginner to expert

Learn how the award-winning AutoAI feature in Watson Studio can automate data preparation and model deployment.

Read this AutoAI blog (Link resides outside IBM)

AutoAI versus AutoML

	AutoAI	Traditional AutoML
Transfer learning
Neural network search
Data preparation
Advanced data refinery
Feature engineering
Hyper parameter optimization
One click deployment
Explainability and de-biasing
AI lifecycle management