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Generate Smarter Generative AI Outputs

school 4 activities
update Last updated 9 חודשים
person Managed by Google Cloud
This learning path is for developers who want to build applications with generative AI. Learn how to develop an AI project on Google Cloud, use diffusion models for image generation, and build a search application with Vector Search and embeddings. Then, dive deeper into multimodal prompts and multimodal RAG with Gemini to generate text and visual data.
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Activity Thumbnail for Introduction to AI and Machine Learning on Google Cloud
01 Introduction to AI and Machine Learning on Google Cloud
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access_time 8 hours
show_chart Introductory

This course introduces the AI and machine learning (ML) offerings on Google Cloud that build both predictive and generative AI projects. It explores the technologies, products, and tools available throughout the data-to-AI life cycle, encompassing AI foundations, development, and solutions....

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Activity Thumbnail for Introduction to Image Generation - בעברית
02 Introduction to Image Generation - בעברית
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access_time 8 hours
show_chart Introductory

בקורס נלמד על מודלים של דיפוזיה, משפחת מודלים של למידת מכונה שיצרו הרבה ציפיות לאחרונה בתחום של יצירת תמונות. מודלים של דיפוזיה שואבים השראה מפיזיקה, וספציפית מתרמודינמיקה. בשנים האחרונות, מודלים של דיפוזיה הפכו לפופולריים גם בתחום המחקר וגם בתעשייה. מודלים...

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Activity Thumbnail for Vector Search and Embeddings
03 Vector Search and Embeddings
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access_time 4 hours
show_chart Intermediate

Explore AI-powered search technologies, tools, and applications in this course. Learn semantic search utilizing vector embeddings, hybrid search combining semantic and keyword approaches, and retrieval-augmented generation (RAG) minimizing AI hallucinations as a grounded AI agent. Gain practical experience with Vertex...

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Activity Thumbnail for Inspect Rich Documents with Gemini Multimodality and Multimodal RAG
04 Inspect Rich Documents with Gemini Multimodality and Multimodal RAG
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access_time 5 hours
show_chart Intermediate

Complete the intermediate Inspect Rich Documents with Gemini Multimodality and Multimodal RAG skill badge to demonstrate skills in the following: using multimodal prompts to extract information from text and visual data, generating a video description, and retrieving extra information beyond...

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