Generative AI on GCP: Deep Dive Into Generative AI Studio

Google Cloud    |    Intermediate
  • 12 videos | 1h 37m 13s
  • Includes Assessment
  • Earns a Badge
Generative artificial intelligence (AI) has taken the world by storm, and Google Cloud Platform (GCP) has a broad range of powerful generative AI tools that can be used to leverage the power of modern artificial intelligence. Google's Generative AI Studio is a cloud console tool for rapid prototyping and testing of generative AI models and leverages the power of Vertex AI, allowing developers to interact, tune, and deploy large-scale AI models. In this course, you will take a deep dive into Generative AI Studio, beginning with generative AI prompt design, model training, and tuning language models. Then you will explore model performance evaluation and generative AI deployment. Next, you will focus on case studies and practical examples to discover how organizations use GCP generative AI. Finally, you will learn how to convert speech to text and prototype language applications.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Provide an overview of prompt design that results in desired outcomes from language models
    Use prompt samples
    Describe the process for training a generative ai model using generative ai studio
    Fine-tune a generative ai model using generative ai studio
    Evaluate a generative ai model's performance using generative ai studio
  • Describe considerations for deployment of generative ai using gcp
    Deploy a gcp generative ai app to a website
    Outline case studies and practical examples of generative ai applications developed with generative ai studio
    Use generative ai studio to convert between speech and text
    Prototype language apps using generative ai studio
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 1s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 15m 21s
    After completing this video, you will be able to provide an overview of prompt design that results in desired outcomes from language models. FREE ACCESS
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    3.  Using Generative AI Prompt Samples
    14m 3s
    In this video, you will learn how to use prompt samples. FREE ACCESS
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    4.  Training a Model with Generative AI Studio
    10m 47s
    Upon completion of this video, you will be able to describe the process for training a generative AI model using Generative AI Studio. FREE ACCESS
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    5.  Tuning a Language Model
    10m 40s
    Discover how to fine-tune a generative AI model using Generative AI Studio. FREE ACCESS
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    6.  Evaluating Model Performance
    9m 3s
    In this video, learn how to evaluate a generative AI model's performance using Generative AI Studio. FREE ACCESS
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    7.  Google Cloud Platform (GCP) Generative AI Deployment
    8m 12s
    After completing this video, you will be able to describe considerations for deployment of generative AI using GCP. FREE ACCESS
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    8.  Deploying a Model
    7m 25s
    Learn how to deploy a GCP generative AI app to a website. FREE ACCESS
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    9.  How Organizations Use GCP Generative AI
    7m 44s
    Upon completion of this video, you will be able to outline case studies and practical examples of generative AI applications developed with Generative AI Studio. FREE ACCESS
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    10.  Converting Speech to Text
    5m 21s
    During this video, discover how to use Generative AI Studio to convert between speech and text. FREE ACCESS
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    11.  Prototyping Language Applications
    6m 46s
    Find out how to prototype language apps using Generative AI Studio. FREE ACCESS
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    12.  Course Summary
    50s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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