Becoming an AI Apprentice – A Field Guide

This is version 2 of the “So you want to become an AI Apprentice”. We have now renamed this resource as “Becoming an AI Apprentice – A Field Guide”. We expect to update this resource often.

This field guide lays out the skills we expect candidates applying to the AI Apprenticeship Programme (AIAP)™ should have.

Changes in version 2:

1. content is now aligned to AI Singapore’s AI Certification initiative
2. all online courses and materials recommended are free (at the time we review the resource).

Content

• License
• Why this field guide?
• WHY WHAT HOW
• AI Singapore AI Certification Initiative
• AI Certification Assessment Framework
• AI Makerspace – LearnAI
• Recommended Reading Materials
• AI ASSOCIATE ENGINEER – Required Competencies
  • Python Programming
  • SQL
  • Software Engineering
  • Statistical, Machine and Deep Learning
  • Intel AI Academy
  • Azure Machine Learning Service
  • Data Engineering
  • AI Ethics and Governance
• Beyond MNIST – Building an AI project

Download the field guide here: Becoming an AI Apprentice – A Field Guide (version 2.4)

The AIAP™ is the first TechSkills Accelerator Company-Led Training (TeSA-CLT) initiative in AI. This is a collaboration between AI Singapore and IMDA to develop a pipeline of AI professionals for the industry.