Foundational concepts

• Join the GCP Study Hub Community
• A note on service name updates
• AI Venn Diagram
• ML Lifecycle
• Types of data (based on organization)
• Types of data (based on annotation)
• Types of Models (by learning paradigm)
• Diffusion Models
• Quiz: Foundational Concepts

Layers of the AI Landscape

• Layers of the AI Landscape - Intro
• Infrastructure Layer
• Models Layer
• Platforms Layer
• Agent Layer
• Application Layer
• Quiz: Layers of the AI Landscape

AI Explainability

• AI Explainability
• Quiz: AI Explainability

Human in the Loop

• Human in the Loop
• Quiz: Human in the Loop

Google's Foundation Models

• Google's Foundation Models
• Gemini
• Chirp
• Imagen
• Gemma
• Veo
• Codey
• Quiz: Google's Foundation Models

Gen AI in Google Products

• Gemini for Workspace
• Google Vids
• Google AI Studio
• NotebookLM
• Quiz: Gen AI in Google Products

Vertex AI

• Intro to Vertex AI
• Vertex AI Model Garden
• Vertex AI Search
• Vertex AI Model Registry
• Vertex AI Studio vs Google AI Studio
• Vertex AI Agent Builder
• Vertex Explainable AI
• Quiz: Vertex AI

Other Relevant Google Cloud Services

• Cloud Identity and Access Management
• BigQuery ML
• Data Ingestion for AI Workloads on GCP
• Quiz: Other Relevant Google Cloud Services

Security with Gen AI

• Security Command Center
• Data Security with Gen AI
• Secure AI Framework
• Quiz: Security with Gen AI

Optimizing Gen AI Output

• Challenges with LLMs
• Prompt Engineering
• Importance of Context
• Parameters
• Grounding
• Retrieval Augmented Generation (RAG)
• Quiz: Optimizing Gen AI Output

Context Window

• Context Window
• Quiz: Context Window

Agents

• Intro to AI Agents
• Types of Agents
• Multi-Agent Systems
• Quiz: Agents

Practical AI Integration Considerations

• Identifying Gen AI Use Cases
• Deterministic output with LLMs
• Google's Principles for Integrating AI
• Organizational AI Adoption Best Practices
• Quiz: Practical AI Integration Considerations

Prebuilt AI APIs

• Prebuilt AI APIs
• Quiz: Prebuilt AI APIs

Customer Engagement Suite

• Customer Engagement Suite
• Quiz: Customer Engagement Suite

Gemini Enterprise

• Gemini Enterprise
• Quiz: Gemini Enterprise

Multimodal Search

• Multimodal Search
• Quiz: Multimodal Search

Edge AI

• Edge AI
• Quiz: Edge AI

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• Practice Exam 1 (50 questions)
• Practice Exam 2 (50 questions)
• Practice Exam 3 (50 questions)
• Practice Exam 4 (50 questions)

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