Bundles — Self Learning Material

7 modules · 3 bundles

Bundles — Self Learning Material

Seven self-paced modules in three bundles — Discovery Bundle (AI essentials for decision makers), Playground Bundle (using, building and running AI) and Advanced (Data and Machine Learning). Work through each module — complete its checks and tasks — then take each bundle’s exam to earn your certificates.

Progress 0 / 7

Discovery Bundle — AI essentials for decision makers

1⬜ Not started

Why Data Determines AI Success

Why data — not the model — determines AI success.

⏱️ ~50 min5 sections
2⬜ Not started

Strategy Before Technology

Aligning AI initiatives with strategy before technology.

⏱️ ~50 min5 sections

🎓 Discovery Exam

🔓 The Discovery Exam is open — take it after Modules 1–2.

Start the Discovery Exam →

Playground Bundle — Using, building and running AI

3⬜ Not started

Using Foundation Models

Foundation models: prompting, APIs, RAG and context engineering.

⏱️ ~30 min6 sections
4⬜ Not started

Ways to Build AI Solutions

Tools, talent and delivery paths for building AI.

⏱️ ~30 min6 sections
5⬜ Not started

Infrastructure, Hosting & HPC

Infrastructure, hosting and HPC for AI workloads.

⏱️ 70–95 min6 sections

🎓 Playground Exam

🔓 The Playground Exam is open — take it after Modules 3–5.

Start the Playground Exam →

Advanced — Data and Machine Learning

6⬜ Not started

The Data Lifecycle

The end-to-end data lifecycle, from collection to retirement.

⏱️ 80–100 min7 sections
7⬜ Not started

ML-Specific Data Considerations

Data considerations specific to machine learning.

⏱️ 90–120 min6 sections

🎓 Advanced Exam

🔓 The Advanced Exam is open — take it after Modules 6–7.

Start the Advanced Exam →

Sources & further reading

The modules in this bundle draw on the following books: