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Generative AI with Vertex AI

Prompt Design

Google Cloud Training

This is a self-paced lab that takes place in the Google Cloud console. This lab is part of a series designed to provide hands-on experience with Generative AI on Google Cloud.

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What's inside

Syllabus

Generative AI with Vertex AI: Prompt Design

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Teaches advanced techniques for prompt design in Generative AI, which is crucial for effective model development
Provides hands-on experience in the Google Cloud console, which is essential for practical implementation
Part of a comprehensive series on Generative AI on Google Cloud, offering a structured learning path

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Activities

Coming soon We're preparing activities for Generative AI with Vertex AI: Prompt Design. These are activities you can do either before, during, or after a course.

Career center

Learners who complete Generative AI with Vertex AI: Prompt Design will develop knowledge and skills that may be useful to these careers:
Machine Learning Engineer
A Machine Learning Engineer designs, develops, and deploys machine learning models. This course can be highly valuable for a Machine Learning Engineer because it focuses on designing prompts for AI models, a skill that is essential for success in this role.
Data Analyst
A Data Analyst collects, cleans, and analyzes data to extract insights and inform decision-making. This course may be helpful for this career path because it focuses on designing prompts for AI models, a skill that can be useful for a Data Analyst.
Data Scientist
A Data Scientist specializes in preparing data, building models, and analyzing results. This course may be useful for this career path because it focuses on designing prompts for AI models, a skill that can be highly valuable for a Data Scientist.
Business Analyst
A Business Analyst identifies and analyzes business needs and develops solutions to improve business processes. This course may be useful for this career path because it focuses on designing prompts for AI models, a skill that can be useful for a Business Analyst.
Software Engineer
A Software Engineer designs, develops, and maintains software systems. This course may be helpful for this career path because it focuses on designing prompts for AI models, a skill that can be useful for a Software Engineer.
Risk Analyst
A Risk Analyst identifies and evaluates risks to an organization. This course may be useful for this career path because it focuses on designing prompts for AI models, a skill that can be useful for a Risk Analyst.
Product Manager
A Product Manager is responsible for the development and management of a product. This course may be useful for this career path because it focuses on designing prompts for AI models, a skill that can be useful for a Product Manager.
Operations Manager
An Operations Manager plans and manages the day-to-day operations of an organization. This course may be useful for this career path because it focuses on designing prompts for AI models, a skill that can be useful for an Operations Manager.
Consultant
A Consultant provides advice and guidance to organizations on a variety of topics. This course may be useful for this career path because it focuses on designing prompts for AI models, a skill that can be useful for a Consultant.
Technical Writer
A Technical Writer creates and maintains technical documentation. This course may be useful for this career path because it focuses on designing prompts for AI models, a skill that can be useful for a Technical Writer.
UX Designer
A UX Designer designs and evaluates the user experience of products and services. This course may be useful for this career path because it focuses on designing prompts for AI models, a skill that can be useful for a UX Designer.
Marketing Manager
A Marketing Manager plans and executes marketing campaigns to promote products and services. This course may be useful for this career path because it focuses on designing prompts for AI models, a skill that can be useful for a Marketing Manager.
Quality Assurance Analyst
A Quality Assurance Analyst tests and evaluates software products to ensure they meet quality standards. This course may be useful for this career path because it focuses on designing prompts for AI models, a skill that can be useful for a Quality Assurance Analyst.
Project Manager
A Project Manager plans and executes projects to achieve specific goals. This course may be useful for this career path because it focuses on designing prompts for AI models, a skill that can be useful for a Project Manager.
Sales Manager
A Sales Manager leads and manages a team of sales professionals. This course may be useful for this career path because it focuses on designing prompts for AI models, a skill that can be useful for a Sales Manager.

Reading list

We've selected six books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Generative AI with Vertex AI: Prompt Design.
Provides a comprehensive overview of deep learning, which foundational area for generative AI. It valuable resource for those who want to learn more about the underlying theory and algorithms of generative AI.
Provides a broad overview of deep learning techniques for natural language processing, which foundational area for generative AI. It valuable resource for those who want to learn more about the underlying theory and algorithms of generative AI.
This paper introduces diffusion models, which are a type of generative AI model that can be used to generate images, audio, and other types of data. It valuable resource for those who want to learn more about the technical details of generative AI.
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Explores the philosophical and societal implications of generative AI, including its potential impact on creativity, art, and human culture. It valuable resource for those who want to think more deeply about the broader implications of generative AI.
Provides a business perspective on generative AI, including its potential benefits and challenges for organizations. It valuable resource for those who want to learn more about how generative AI can be used in a business context.

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