01
Introduction to Gemini 2.0 Flash
In this lab, you will learn how to use the Gemini API in Vertex AI and the Google Gen AI SDK for Python with the Gemini 2.0 Flash model.
Advanced: Generative AI Labs with Gemini on Google Cloud
For seasoned practitioners and researchers, this advanced series of hands-on labs provides an in-depth exploration of cutting-edge generative AI techniques, with a focus on Gemini's advanced functionalities. Delve into complex model architectures, advanced training methodologies, and real-world applications of generative AI systems. These labs will enable you to analyze and implement state-of-the-art genai methods, including advanced prompt engineering, model optimization, and novel applications of Gemini. Gain practical experience with the latest advancements in artificial intelligence and generative AI for Google Cloud through these challenging and insightful laboratory exercises.
02
Intro to Generating and Executing Python Code with Gemini 2.0
In this lab, you will learn how to generate and execute code using the Gemini API in Vertex AI and the Google Gen AI SDK for Python with the Gemini 2.0 Flash model.
03
Getting Started with Google Search as a Tool with Gemini in Vertex AI
Learn how to use grounding in Vertex AI to generate content grounded in your own documents and data.
04
Introduction to Controlled Generation with the Gemini API
In this lab, you will learn how to use the controlled generation capabilities of the Gemini API in Vertex AI.
05
Synthetic Data Generation using Gemini APIs
This lab demonstrates how Gemini APIs can be leveraged as a Snowfakery plugin for generating synthetic data based on a set of predefined schemas and data generation strategies.
06
Introduction to Long Context Window with Gemini on Vertex AI
In this lab, you will explore explore multimodal use cases of the long context window.
07
Intro to Context Caching with the Gemini API
In this lab, you will learn how to use the Gemini API context caching feature in Vertex AI.
08
Getting Started with the Gemini API in Vertex AI with cURL
In this lab, you will learn how to use the Gemini API in Vertex AI with cURL commands to interact with the Gemini Flash model.
09
Multimodal Retrieval Augmented Generation (RAG) using the Gemini API in Vertex AI
In this lab, you learn how to perform multimodal retrieval augmented generation (RAG) using Gemini API in Vertex AI.
10
Enhance Gemini Model Capabilities
Complete the intermediate Enhance Gemini Model Capabilities skill badge to demonstrate skills in the following: leveraging advanced features of Gemini models, including code generation and execution, grounding, controlled content generation, and synthetic data creation, to build more powerful and sophisticated...