LLMs on Google Cloud: Using Vertex AI Studio to Explore LLMs

Google Cloud, AI    |    Beginner
  • 15 videos | 1h 58m 44s
  • Earns a Badge
Large language models (LLMs) on Google Cloud and Vertex AI Studio are powerful for building intelligent and context-aware applications. With pre-trained models like Gemini and a user-friendly interface, Vertex AI Studio simplifies LLMs into real-world workflows and business solutions. In this course, you will learn the importance of multimodal inputs, the context window, and how to use a Google Cloud project to work with Vertex AI Studio. Next, discover how to manage media variables, token limits, temperature settings, and model grounding. Finally, explore how to use stop sequences, customized formats, and safety filters, as well as generate images using text prompts, translate text across languages, and implement text-to-speech and speech-to-text. After completing this course, you will be able to outline generative AI and Vertex AI foundational concepts.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Outline generative ai's functionality on vertex ai
    Identify the text generation capabilities of gemini models
    Recognize the importance of multimodal inputs and the long context window
    Set up a google cloud project to work with vertex ai studio
    Compare prompts with different models in vertex ai studio and use system instructions to set context
    Explore image understanding, variables, and examples with gemini
    Interact with gemini models using chat mode with conversation history
  • Configure model parameters such as token limits, temperature, and ground models with google search results
    Configure stop sequences, output formats, and safety filters for models
    Generate photorealistic images using the google imagen model
    Translate text using the translation llm
    Use text-to-speech to convert text to audio and speech-to-text to convert audio to text
    Explore prompt samples from the vertex ai prompt gallery
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 54s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 8m 17s
    After completing this video, you will be able to outline generative AI's functionality on Vertex AI. FREE ACCESS
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    3.  Text Generation with Gemini Models
    9m 19s
    Upon completion of this video, you will be able to identify the text generation capabilities of Gemini models. FREE ACCESS
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    4.  Multimodal Inputs and the Context Window
    6m 54s
    Through this video, you will be able to recognize the importance of multimodal inputs and the long context window. FREE ACCESS
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    5.  Setting Up a Google Cloud Project to Work with Vertex AI Studio
    12m 42s
    Learn how to set up a Google Cloud project to work with Vertex AI Studio. FREE ACCESS
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    6.  Comparing Prompts and System Instructions
    8m 48s
    During this video, discover how to compare prompts with different models in Vertex AI studio and use system instructions to set context. FREE ACCESS
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    7.  Including Media Variables and Examples
    6m 59s
    In this video, explore image understanding, variables, and examples with Gemini. FREE ACCESS
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    8.  Using Chat Mode with Conversation History
    8m 21s
    Find out how to interact with Gemini models using chat mode with conversation history. FREE ACCESS
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    9.  Configuring Token Limits, Temperature, and Model Grounding
    10m 30s
    In this video, you will learn how to configure model parameters such as token limits, temperature, and ground models with Google Search results. FREE ACCESS
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    10.  Managing Stop Sequences, Output Formats, and Safety Filters
    6m 9s
    Discover how to configure stop sequences, output formats, and safety filters for models. FREE ACCESS
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    11.  Generating Images Using Text Prompts
    7m 5s
    In this video, learn how to generate photorealistic images using the Google Imagen model. FREE ACCESS
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    12.  Translating Text
    6m 23s
    Find out how to translate text using the translation LLM. FREE ACCESS
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    13.  Using Text-to-Speech and Speech-to-Text
    11m 20s
    In this video, discover how to use text-to-speech to convert text to audio and speech-to-text to convert audio to text. FREE ACCESS
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    14.  Exploring Prompt Samples from the Prompt Gallery
    11m 40s
    In this video, explore prompt samples from the Vertex AI prompt gallery. FREE ACCESS
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    15.  Course Summary
    2m 23s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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