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AI Software Developer - Facilitator Guide

Hybrid Learning Solutions · e-book

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Printed copy: R1250 incl. VAT.

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About this book

The Facilitator Guide for the QCTO Occupational Certificate: Artificial Intelligence Software Developer (NQF Level 5, SAQA ID 118792): a lecturer title, one per lecturer. Twelve chapters mirroring the Knowledge Module, with session plans, facilitation notes for every section, guidance on every worked example and code listing, answers to the knowledge review questions and marking guides for the rest, and a guide to setting up the data files the workbook uses. Not for learners.

• Level: NQF Level 5
• SAQA ID: 118792
• Pages: 79

What is inside

1. Facilitator Guide
2. Chapter 1: Overview of Artificial Intelligence — Facilitator Guide
3. Chapter 2: Computing Theory and Python — Facilitator Guide
4. Chapter 3: Mathematics and Statistics for AI — Facilitator Guide
5. Chapter 4: Analytical Thinking and Problem Solving — Facilitator Guide
6. Chapter 5: Data, Databases and Data Visualisation — Facilitator Guide
7. Chapter 6: AI, Machine Learning and Deep Learning — Facilitator Guide
8. Chapter 7: AI Frameworks and Data Scraping — Facilitator Guide
9. Chapter 8: Machine Learning — Facilitator Guide
10. Chapter 9: Deep Learning — Facilitator Guide
11. Chapter 10: Governance, Legislation and Ethics — Facilitator Guide
12. Chapter 11: Design Thinking and Innovation — Facilitator Guide
13. Chapter 12: 4IR and Future Skills — Facilitator Guide

Other AI Software Developer titles

• AI Software Developer - Knowledge Module
• AI Software Developer - Practical Skills Workbook
• AI Software Developer - Workplace Logbook