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Google Cloud Next 2024 Learning Path

school 8 activities
update Last updated حوالي سنة
person Managed by Google Cloud
This learning path contains select courses and hands-on activities presented in the Innovator’s Hive TechZones at Google Cloud Next 2024.
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Activity Thumbnail for Introduction to Data Analytics on Google Cloud
01 Introduction to Data Analytics on Google Cloud
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access_time 3 hours
show_chart Introductory

In this beginner-level course, you will learn about the Data Analytics workflow on Google Cloud and the tools you can use to explore, analyze, and visualize data and share your findings with stakeholders. Using a case study along with hands-on...

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Activity Thumbnail for Introduction to AI and Machine Learning on Google Cloud
02 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 Responsible AI: Applying AI Principles with Google Cloud
03 Responsible AI: Applying AI Principles with Google Cloud
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access_time 2 hours
show_chart Introductory

As the use of enterprise Artificial Intelligence and Machine Learning continues to grow, so too does the importance of building it responsibly. A challenge for many is that talking about responsible AI can be easier than putting it into practice....

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Activity Thumbnail for Prompt Design in Vertex AI
04 Prompt Design in Vertex AI
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access_time 3 hours 45 minutes
show_chart Introductory

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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Activity Thumbnail for Get Started with Vertex AI Studio
05 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 Getting Started with Google Generative AI Using the Gen AI SDK
06 Getting Started with Google Generative AI Using the Gen AI SDK
book Lab
access_time 1 hour
show_chart Introductory

In this lab, you learn about the key features of the Google Gen AI SDK for Python to help you get started with Google generative AI services and models.

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Activity Thumbnail for Multimodality with Gemini
07 Multimodality with Gemini
book Lab
access_time 1 hour
show_chart Intermediate

In this lab, you learn how to apply Gemini's ability to understand and process combined text, images, and other data types across diverse real-world scenarios.

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Activity Thumbnail for Getting Started with Vector Search and Embeddings
08 Getting Started with Vector Search and Embeddings
book Lab
access_time 1 hour 30 minutes
show_chart Intermediate

In this lab, you will use text embeddings and Vertex AI vector search to find similar documents based on their text content.

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