Micius Academy / For engineers

AI for yield analysis

From a wafer map to a ranked list of causes, with an agent doing the investigation.

Level
Intermediate
Duration
3 h
Format
Self-paced, video and exercises
Price
Free

What you will learn

  1. Module 1Patterns on a wafer map

    Edge rings, scratches, clusters and what each usually means.

  2. Module 2Setting up a read-only agent

    Connecting MES and SPC data safely.

  3. Module 3Hypotheses and evidence

    Asking the agent to argue for and against each cause.

  4. Module 4Knowing when to stop

    Checkpoints, approvals and handing the decision back.