Introduction to Generative AI for Decision Makers
Module 00: Course Introduction
Full name: Introduction to Generative AI for Decision Makers
Product code: T-GCAIDM-B (Cloud Sparks)
These links are based on the current course version.
Online course options:
- Introduction to Generative AI for Decision Makers - Google Cloud Skills Boost
Module 01: Understanding Generative AI
Websites
- Introduction to Generative AI https://cloud.google.com/ai/generative-ai
- What is Generative AI? https://cloud.google.com/learn/what-is-generative-ai
- Large language models (LLMs) https://cloud.google.com/ai/llms
- Gemini models overview https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models
- Generative AI on Vertex AI https://cloud.google.com/vertex-ai/generative-ai/docs/overview
Videos
- The generative AI decision tree https://www.youtube.com/watch?v=BazSKlfynww
- What is Generative AI? https://www.youtube.com/watch?v=gT4qqHMiEpA
Module 02: Generative AI in Your Organization
Websites
- Gemini for Google Workspace https://workspace.google.com/solutions/ai/
- Vertex AI overview https://cloud.google.com/vertex-ai/docs/start/introduction-unified-platform
- Vertex AI Studio https://cloud.google.com/vertex-ai/generative-ai/docs/start/quickstarts/quickstart
- Model Garden https://cloud.google.com/vertex-ai/generative-ai/docs/model-garden/explore-models
- Vertex AI Agent Builder https://cloud.google.com/products/agent-builder
- Prompt design strategies https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/introduction-prompt-design
- Tuning and fine-tuning models https://cloud.google.com/vertex-ai/generative-ai/docs/models/tune-models
Videos
- Introduction to Vertex AI Studio https://www.youtube.com/watch?v=KWarqNq195M
- Introduction to Vertex AI Model Garden https://www.youtube.com/watch?v=I7UiSU96CLc
- Introduction to Vertex AI Agent Engine https://www.youtube.com/watch?v=NrgoZLcY3Kk
Module 03: Responsible AI
Websites
- Google AI Principles https://ai.google/responsibility/principles/
- Responsible AI practices https://ai.google/responsibility/responsible-ai-practices/
- Google Cloud Trust Principles https://cloud.google.com/security/trust-principles
- Google Cloud AI and ML governance https://cloud.google.com/vertex-ai/docs/governance/overview
- Google Transparency Reports https://transparencyreport.google.com/
Videos
- Introduction to Responsible AI https://www.youtube.com/watch?v=w_3L1Bf2P_g
Module 04: Generative AI Case Study
Websites
- Google Cloud Generative AI use cases https://cloud.google.com/transform/generative-ai-use-cases
- AI solutions for your business https://cloud.google.com/solutions/ai
- Customer stories https://cloud.google.com/customers
Module 05: Summary and Next Steps
Websites
- Google Cloud Generative AI Learning Path https://cloud.google.com/learn/training/machinelearning-ai
- Google Cloud Skills Boost https://www.cloudskillsboost.google/
- Google Cloud blog - AI & Machine Learning https://cloud.google.com/blog/products/ai-machine-learning