Google Cloud Generative AI Leader Exam Questions 2025

Google Cloud Generative AI Leader Exam Questions 2025

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The Google Cloud Generative AI Leader certification is designed for professionals who want to demonstrate their expertise in applying generative AI technologies using Google Cloud. This certification validates your understanding of foundational AI concepts, responsible AI practices, and how generative AI tools are integrated into Google Cloud’s ecosystem.

Who Should Take This Exam?

This certification is ideal for:

• Business leaders and decision-makers

• IT and cloud consultants

• Product managers and strategists

• Professionals seeking to understand generative AI capabilities within Google Cloud

No deep coding or data science background is required, making it suitable for a wide audience looking to upskill in AI strategy and innovation.

Exam Details

• Exam Name: Google Cloud Generative AI Leader

• Exam Type: Multiple Choice, Multiple Select

• Delivery Method: Online (remote proctored) or in-person at a test center

• Duration: 75 minutes

• Cost: $99 USD

• Passing Score: No fixed score published (scaled scoring used)

• Language: English

Skills Measured

The exam covers the following key areas:

1. Fundamentals of Generative AI

   • Understanding large language models (LLMs)

   • Key terms like embeddings, tokenization, fine-tuning

2. Google Cloud Generative AI Tools

   • Vertex AI, PaLM models, Model Garden

   • Gen App Builder and APIs

3. Responsible AI

   • Ethical AI practices

   • Bias mitigation and explainability

4. Use Cases and Business Value

   • Identifying real-world applications

   • Evaluating ROI for generative AI projects

Recommended Preparation

To prepare effectively, consider:

• Google Cloud Skills Boost courses (especially the Generative AI track)

• Official Exam Guide from Google Cloud

• Practice tests from reliable providers like Skillcertpro

• Hands-on experience with tools like Vertex AI and Gen App Builder

Final Thoughts

The Generative AI Leader certification is a great starting point for anyone aiming to align business goals with cutting-edge AI solutions on Google Cloud. With the increasing adoption of AI in every industry, this certification can help professionals position themselves as strategic leaders in the AI-driven future.