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Udacity

Introducing Generative AI with AWS

via Udacity

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Overview

Learn generative AI fundamentals using AWS, covering AI history, machine learning basics, large language models, prompt engineering, and ethical considerations, with guided exercises and a SageMaker project for domain adaptation.

Syllabus

  • Artificial Intelligence in Context
    • Explore AI's evolution and everyday impact, covering its history, societal prevalence, and industry applications.
  • Fundamentals of AI and ML
    • Introduction to AI and ML basics, covering their relationship, machine learning models, types, and approaches, plus generative AI.
  • Using Large Language Models (LLMs)
    • This lesson covers LLMs, focusing on their evolution, transformer architectures, training methods, prompt engineering, and fine-tuning.
  • Real-world Applications of Generative AI
    • Examine generative AI's societal impact, focusing on creative applications, ethical use, diversity in AI, and policy implications.
  • Project: Building a Domain Expert Model
    • In this project, you'll fine-tune a text generation large language foundation model for domain adaptation to be a domain expert using AWS Sagemaker

Taught by

Matthew Purcell

Reviews

4 rating at Udacity based on 2 ratings

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