Generative AI on AWS: Deploying & Managing GenAI Services on AWS

Generative AI    |    Intermediate
  • 12 videos | 1h 5m 57s
  • Earns a Badge
Embark on an enlightening journey into the realm of Generative artificial intelligence (AI) and its transformative impact across diverse industries, powered by AWS's robust suite of services. This course unravels the optimal AWS tools for deploying generative AI models, guiding participants through the nuances of configuration, setup, and deployment options. Engage with best practices for data preparation, model training, and optimization using premier AWS services like Amazon SageMaker. Further, participants will refine their expertise in implementing scalable architectures, leveraging AWS's advanced monitoring tools, ensuring rigorous security protocols, and mastering performance optimization strategies. All these culminate in crafting efficient, scalable, and secure generative AI applications on AWS.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Describe generative ai services and the role they place in various industries and applications
    Provide an overview of the various machine learning services offered by aws and their uses
    Identify aws services for deploying and managing generative ai models
    Identify best practices for using generative ai models
    Outline the steps for preparing to deploy generative ai models on aws
  • Describe aws's scalable and highly available architecture and how it benefits aws generative ai services
    Provide an overview of aws's pretrained ai services
    Describe how aws provides security, compliance, and vulnerability management for implementing machine learning/artificial intelligence systems
    Provide an overview of new tools provided by aws for building with generative ai
    Describe how aws intelligent document processing can enhance generative ai
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 13s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 7m 43s
    After completing this video, you will be able to describe generative AI services and the role they place in various industries and applications. FREE ACCESS
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    3.  AWS Machine Learning Solutions
    5m 55s
    Upon completion of this video, you will be able to provide an overview of the various machine learning services offered by AWS and their uses. FREE ACCESS
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    4.  Generative AI Deployment Services in AWS
    7m 4s
    After completing this video, you will be able to identify AWS services for deploying and managing generative AI models. FREE ACCESS
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    5.  Best Practices for Using Generative AI
    7m 14s
    Upon completion of this video, you will be able to identify best practices for using generative AI models. FREE ACCESS
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    6.  Preparing for Generative AI Deployment on AWS
    5m 42s
    In this video, we will outline the steps for preparing to deploy generative AI models on AWS. FREE ACCESS
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    7.  Scalable and Highly Available Architecture
    5m 42s
    After completing this video, you will be able to describe AWS's scalable and highly available architecture and how it benefits AWS generative AI services. FREE ACCESS
  • Locked
    8.  Pretrained AWS AI Services
    6m 39s
    Upon completion of this video, you will be able to provide an overview of AWS's pretrained AI services. FREE ACCESS
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    9.  Security, Compliance, and Vulnerability Management
    6m
    After completing this video, you will be able to describe how AWS provides security, compliance, and vulnerability management for implementing machine learning/artificial intelligence systems. FREE ACCESS
  • Locked
    10.  New Tools for AWS Generative AI
    5m 31s
    Upon completion of this video, you will be able to provide an overview of new tools provided by AWS for building with generative AI. FREE ACCESS
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    11.  Intelligent Document Processing
    6m 18s
    After completing this video, you will be able to describe how AWS intelligent document processing can enhance generative AI. FREE ACCESS
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    12.  Course Summary
    57s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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