Workshop for Data and AI Sessions
Before starting with the workshop, follow these instructions to sign up for a free Cloud Pak for Data account.
Topic | Presenter | Contents |
---|---|---|
Data Lifecycle | David Radley | Video provided prior to workshop |
Data Governance & Virtualization | Nigel Jones | - Trust your data - Virtualize External Data |
Data Transformation | Prashant | Slides DataStage Flow Instructions DataStage Flow Demo Video |
Topic | Presenter | Contents |
---|---|---|
Machine Learning Lifecycle Introduction | Animesh | Slides |
Build, Deploy, and Run a Machine Learning Model (using Watson Studio) | Christian | Overview Slides Step-by-Step Instructions Demo Video |
Build, Deploy and Run a Machine Learning Model (using AutoAI) | Jim | Slides AutoAI instructions AutoAI Demo Video |
Automate the Machine Learning Lifecycle | Tommy | Slides Pipeline Hands-on Instructions Pipeline Demo Video |
Monitor a model for quality and fairness | Ted and Yi-Hong | Slides Notebook Instructions OpenScale Demo Video AIF360 Hands-on Instructions |