Google Cloud Skills Boost
This Google Cloud learning path introduces beginners to the field of Generative AI, offering a comprehensive overview of key concepts and practical skills. The path starts with foundational knowledge, exploring what Generative AI is, its applications, and its distinction from traditional machine learning. Learners delve into large language models (LLMs), examining their structure, diverse use cases, and the importance of prompt engineering for optimal performance.
The path further emphasizes responsible AI principles, addressing ethical considerations and Google's commitment to implementing these principles within its products. It then dives into prompt design in Vertex AI, equipping learners with the skills to craft effective prompts, guide generative outputs, and utilize Google's Gemini model for various applications. Finally, the path includes a course on applying AI principles within Google Cloud, focusing on ethical considerations and ensuring responsible use of AI technologies.
Beginner: Introduction to Generative AI Learning Path
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This learning path provides an overview of generative AI concepts, from the fundamentals of large language models to responsible AI principles.
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01
Introduction to Generative AI
This is an introductory level microlearning course aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods. It also covers Google Tools to help you develop your own Gen AI...
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02
Introduction to Large Language Models
This is an introductory level micro-learning course that explores what large language models (LLM) are, the use cases where they can be utilized, and how you can use prompt tuning to enhance LLM performance. It also covers Google tools to...
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03
Introduction to Responsible AI
This is an introductory-level microlearning course aimed at explaining what responsible AI is, why it's important, and how Google implements responsible AI in their products. It also introduces Google's 7 AI principles.
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04
Prompt Design in Vertex AI
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5 hours 15 minutes
Complete the introductory Prompt Design in Vertex AI skill badge to demonstrate skills in the following: prompt engineering, image analysis, and multimodal generative techniques, within Vertex AI. Discover how to craft effective prompts, guide generative AI output, and apply Gemini...
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05
Responsible AI: Applying AI Principles with Google Cloud
This course, Responsible AI: Applying AI Principles with Google Cloud - Locales, is intended for non-English learners. If you want to take this course in English, please enroll in Responsible AI: Applying AI Principles with Google Cloud. As the use...
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