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Build an AI Image Generator app using Imagen on Vertex AI

Google Cloud Training

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to use Google's Vertex AI SDK to interact with the pre-trained Image Generation AI model, enabling you to send text prompts to the AI model as an input for image generation and receive the image response generated by the AI model.

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What's inside

Syllabus

Build an AI Image Generator app using Imagen on Vertex AI

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Tailored for those seeking to master a sophisticated suite of tools for image creation, this course aligns with current industry trends
Google's leading expertise in artificial intelligence and the course's affiliation with Google Cloud Training ensure the highest quality of instruction
Learners new to image generation with AI will find a solid foundation in this course, enabling them to navigate the field effectively
By teaching practical applications of Google's Vertex AI SDK, this course empowers learners to confidently integrate AI-generated imagery into their projects
The course's focus on text-to-image generation using the Imagen AI model aligns with current advancements in the field
Note that prior knowledge of Python and basic machine learning concepts is recommended to fully benefit from this course

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Build an AI Image Generator app using Imagen on Vertex AI with these activities:
Review deployments
Reinforces all concepts of deployment learned in the course.
Browse courses on Deployments
Show steps
  • Explain the different ways in which models can be deployed, in your own words.
  • List the reasons why it is important to monitor a deployment.
  • Describe how to create a deployment monitor.
Explore Vertex AI Documentation
Helps understand the different deployment options available in Vertex AI.
Browse courses on Vertex AI
Show steps
  • Visit the Vertex AI documentation.
  • Read the documentation on model deployment.
  • Follow the tutorials on how to deploy a model using Vertex AI.
Practice model deployment
Provides practical experience deploying a model.
Browse courses on Model Deployment
Show steps
  • Create a simple model.
  • Deploy the model using Vertex AI.
  • Monitor the deployment and make adjustments as needed.
Five other activities
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Show all eight activities
Discuss deployment strategies
Provides an opportunity to share and learn from others' experiences with deployment.
Browse courses on Deployment Strategies
Show steps
  • Find a study buddy or group to discuss deployment strategies.
  • Share your own experiences and learn from others.
  • Brainstorm new ideas for deploying models effectively.
Write a blog post about model deployment
Reinforces concepts of model deployment through research and writing.
Browse courses on Deployment
Show steps
  • Choose a topic related to model deployment.
  • Write a blog post explaining the topic in detail.
  • Publish the blog post on a platform like Medium or LinkedIn.
Participate in a deployment hackathon
Challenges deployment skills and encourages innovative thinking.
Browse courses on Deployment
Show steps
  • Find a deployment hackathon to participate in.
  • Form a team and develop a deployment strategy.
  • Build and deploy a model during the hackathon.
Mentor others in deploying models
Strengthens knowledge of deployment concepts through teaching and helping others.
Browse courses on Mentoring
Show steps
  • Find someone who is new to deployment and offer to mentor them.
  • Share your knowledge and experience with them.
  • Help them develop and deploy their own models.
Contribute to an open-source deployment project
Provides real-world experience in deployment and contributes to the community.
Browse courses on Open Source
Show steps
  • Find an open-source deployment project to contribute to.
  • Read the documentation and understand the project's goals.
  • Make a contribution to the project, such as fixing a bug or adding a new feature.

Career center

Learners who complete Build an AI Image Generator app using Imagen on Vertex AI will develop knowledge and skills that may be useful to these careers:

Reading list

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Course image
Effort
15 minutes
Level
Introductory
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Session
August 26, 2024 - September 9, 2024
Language
English
Good to know
Tailored for those seeking to master a sophisticated suite of tools for image creation, this course aligns with current industry trends
Google's leading expertise in artificial intelligence and the course's affiliation with Google Cloud Training ensure the highest quality of instruction
Learners new to image generation with AI will find a solid foundation in this course, enabling them to navigate the field effectively
By teaching practical applications of Google's Vertex AI SDK, this course empowers learners to confidently integrate AI-generated imagery into their projects
The course's focus on text-to-image generation using the Imagen AI model aligns with current advancements in the field
Note that prior knowledge of Python and basic machine learning concepts is recommended to fully benefit from this course
Share and help others discover this course.
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