Learning Paths

• Beginner: Introduction to Generative AI Learning Path
• Intermediate: Gemini for Google Cloud Learning Path
• Advanced: Generative AI for Developers Learning Path

Short Courses

• Introduction to Generative AI (45min)
• Introduction to Large Language Models (30min)
• Introduction to Vertex AI Studio (2hr)
• Gemini for Application Developers (1.5 hr)
• Vector Search and Embeddings (2hr)
• Introduction to prompt design

Quick Hands-on Labs

• INTRODUCTORY
  • Get Started with Vertex AI Studio
  • Generative AI with Vertex AI: Prompt Design
  • Multimodality with Gemini
  • Generative Chat App with Vertex AI Agent Builder and Dialogflow
  • Creating Vertex AI Conversation Playbooks
  • Summarize Text using SQL and LLMs in BigQuery ML
  • Use Vertex AI Studio for Healthcare
• INTERMEDIATE
  • Using Gemini for Multimodal Retail Recommendations
  • Deploy a Web App (Streamlit) Integrated with Gemini Pro on Cloud Run
  • Getting Started with the Vertex AI Gemini API and Python SDK
  • Generative AI for Video Analytics with Vertex AI
• ADVANCED
  • Getting Started with Vector Search and Embeddings
  • Build a Knowledge Based System with Vertex AI Vector Search, LangChain and Gemini
  • Enhance Text Generation with RAG, LangChain, and Vertex AI

Other Resources

• Google AI for Devs - One stop shop for Dev resources
• AI Studio and Vertex AI Studio - Your first stops to start building AI applications
• Colab and Colab Enterprise - Notebooks env for Experimenting and Data Analytics
• Firebase - App Development platform