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GenAI Leader revision

Free GenAI Leader revision notes

The complete Google Cloud Generative AI Leader study library — 15 lessons mapped to every domain and topic in the official exam guide. Free to read, no account needed.

Lessons
15
across 4 domains
Reading time
3 hrs
166 minutes in total
Exam
55 Qs
90 min · pass 700
Price
Free
no account required
Describe how various data types are used in gen AI and the business implications
Data Types in Gen AI: Quality, Structured vs Unstructured, Labeled Data10 min
Identify the core layers of the gen AI landscape and the business implications
The Five Layers of the Gen AI Landscape and What They Mean for Business11 min
Identify the use cases and strengths of Google's foundation models
Google's Foundation Models: Gemini, Gemma, Imagen, and Veo Explained10 minFree

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The GenAI Leader blueprint, domain by domain

Google Cloud publishes exactly what the GenAI Leader tests and how much each part is worth. Here it is — every domain, its weight, the topics inside it, and the lessons that cover them.

Domain 1

Fundamentals of gen AI

30%
of the exam

Core generative AI concepts and use cases, data types, the gen AI landscape layers, and Google’s foundation models. Official (approximate) weighting ~30%.

4 topics in this domain
  • Describe core generative AI concepts and use cases
  • Describe how various data types are used in gen AI and the business implications
  • Identify the core layers of the gen AI landscape and the business implications
  • Identify the use cases and strengths of Google's foundation models
4 lessons · 43 min of reading · 80 practice questionsStart this domain
Domain 2

Google Cloud's gen AI offerings

35%
of the exam

Google Cloud's strengths in gen AI, its prebuilt offerings, customer-experience tools, developer platforms, and agent tooling. Official (approximate) weighting ~35%.

5 topics in this domain
  • Describe Google Cloud's strengths in the field of gen AI
  • Describe how Google Cloud's prebuilt gen AI offerings enable AI powered work
  • Describe how Google Cloud's gen AI offerings improve the customer experience
  • Describe how Google Cloud empowers developers to build with AI
  • Define the purpose and types of tooling for gen AI agents
5 lessons · 57 min of reading · 100 practice questionsStart this domain
Domain 3

Techniques to improve gen AI model output

20%
of the exam

Overcoming foundation-model limitations, prompt engineering, and grounding techniques. Official (approximate) weighting ~20%.

3 topics in this domain
  • Describe how to proactively overcome foundation model limitations
  • Describe prompt engineering techniques and how they drive better results
  • Identify grounding techniques and their use cases
3 lessons · 34 min of reading · 60 practice questionsStart this domain
Domain 4

Business strategies for a successful gen AI solution

15%
of the exam

Implementing a transformational gen AI solution, securing AI systems, and responsible AI in business. Official (approximate) weighting ~15%.

3 topics in this domain
  • Describe the Google Cloud-recommended steps to implement a transformational gen AI solution
  • Define secure AI and its importance in protecting AI systems
  • Describe the importance of responsible AI in business
3 lessons · 32 min of reading · 60 practice questionsStart this domain

How to revise for the GenAI Leader

Reading every note front to back is the slowest way to pass. The exam is weighted, so your revision should be too — the blueprint above tells you exactly where the marks are.

Read in weight order, not page order

Google Cloud's gen AI offerings carries the most marks on the GenAI Leader, so it earns the most of your attention. Work down the blueprint from the heaviest domain to the lightest rather than starting at domain 1 and grinding forward.

First pass for coverage, second pass for recall

Read each lesson once without stopping to memorise — you are building a map, not a memory. On the second pass, read only the "what's tested" and key-takeaway blocks. If a takeaway surprises you, that lesson goes back on the pile.

Turn takeaways into questions

Cover a lesson's key takeaways and try to say them out loud from the heading alone. Recall you can produce under your own steam is the only recall that survives a timed exam; recognition on a re-read is not the same thing.

Stop reading when practice, not the page count, says so

Finishing the notes is not the goal — scoring is. Move to GenAI Leader practice questions early, then come back to the exact lessons your wrong answers point at. That loop is worth far more than a third read-through.

Beyond the GenAI Leader notes

GenAI Leader revision notes: your questions

Yes. All 15 GenAI Leader lessons are readable in full without an account and without payment. Creating a free account adds progress tracking, bookmarks and a readiness score — it does not unlock extra reading.