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Intermediate: Generative AI Labs with Gemini on Google Cloud

school 10 activities
update Last updated 3 месяцев
person Managed by Google Cloud
Elevate your generative AI proficiency with this series of hands-on labs designed for intermediate practitioners. Dive deep into practical applications of generative AI for Google Cloud using Gemini. This path assumes a foundational understanding of AI and machine learning, and will guide you through building and deploying generative models for diverse real-world scenarios. Through guided lab exercises, you'll gain experience with Gemini's capabilities and learn to leverage Google Cloud's generative AI tools for tasks like content generation, image synthesis, and more. Master the practical side of genai and unlock the potential of artificial intelligence with these interactive labs.
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Activity Thumbnail for Introduction to Gemini 2.0 Flash
01 Introduction to Gemini 2.0 Flash
book Lab
access_time 45 minutes
show_chart Introductory

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.

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Activity Thumbnail for Introduction to Gemini 2.5 Flash
02 Introduction to Gemini 2.5 Flash
book Lab
access_time 45 minutes
show_chart Introductory

In this lab, you learn how to use the Gemini 2.5 Flash model to solve complex tasks that require multiple rounds of strategizing and iteratively solving.

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Activity Thumbnail for Document Processing with Gemini
03 Document Processing with Gemini
book Lab
access_time 1 hour
show_chart Introductory

In this lab, you will learn how to use Gemini to process PDF documents.

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Activity Thumbnail for Sheet Music Analysis with Gemini
04 Sheet Music Analysis with Gemini
book Lab
access_time 30 minutes
show_chart Introductory

In this lab, you will use Gemini to extract metadata from sheet music PDFs.

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Activity Thumbnail for YouTube Video Analysis with Gemini
05 YouTube Video Analysis with Gemini
book Lab
access_time 30 minutes
show_chart Introductory

In this lab, you will learn how to do direct analysis of publicly available YouTube videos with Gemini.

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Activity Thumbnail for Generative AI with Vertex AI: Prompt Design
06 Generative AI with Vertex AI: Prompt Design
book Lab
access_time 45 minutes
show_chart Introductory

This lab is part of a series designed to provide hands-on experience with Generative AI on Google Cloud.

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Activity Thumbnail for Utilize the Streamlit Framework with Cloud Run and the Gemini API in Vertex AI
07 Utilize the Streamlit Framework with Cloud Run and the Gemini API in Vertex AI
book Lab
access_time 1 hour
show_chart Intermediate

In this lab, you will learn how to deploy a Streamlit app integrated with Gemini on Cloud Run.

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Activity Thumbnail for Get Started with Vertex AI Studio
08 Get Started with Vertex AI Studio
book Lab
access_time 1 hour
show_chart Introductory

In this lab, you learn to build generative AI prototypes with Vertex AI Studio and Gemini, mastering prompt design and multimodal analysis in the console, all without coding.

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Activity Thumbnail for Explore and Evaluate Models using Model Garden
09 Explore and Evaluate Models using Model Garden
book Lab
access_time 30 minutes
show_chart Introductory

In this lab, you explore and evaluate AI models using Model Garden.

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Activity Thumbnail for Analyze and Reason on Multimodal Data with Gemini
10 Analyze and Reason on Multimodal Data with Gemini
book Course
access_time 5 hours 30 minutes
show_chart Intermediate

Complete the intermediate Analyze and Reason on Multimodal Data with Gemini skill badge to demonstrate skills in the following: using Gemini 2.0 Flash to analyze text, image, audio (represented as sheet music), and video data, and to reason about this...

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