Generative AI Fundamentals for Cloud Professionals
Core generative AI concepts for Google Cloud certifications: models, prompting, grounding, agents, evaluation and responsible AI.
GCP-110 12 lessons planned ▶ Video lessons coming soon
Offered by HSM University · Google Cloud Certification Prep
Course content
- 1From machine learning to generative AIComing
- 2Foundation models and large language modelsComing
- 3Multimodal models and the Gemini familyComing
- 4Tokens, context windows and model parametersComing
- 5Prompt design and prompt engineeringComing
- 6Grounding and retrieval-augmented generationComing
- 7Fine-tuning and other ways to adapt a modelComing
- 8Agents, tools and function callingComing
- 9Evaluating generative AI outputComing
- 10Limitations: hallucination, bias and data qualityComing
- 11Responsible AI principles and governanceComing
- 12Case study: choosing a generative AI approachComing
Description
Core generative AI concepts for Google Cloud certifications: models, prompting, grounding, agents, evaluation and responsible AI.