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AWS AI Foundations Certification

This class was created by Brainscape user Brandon Copeland. Visit their profile to learn more about the creator.

By: Brandon Copeland
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Decks in this class (6)

Developing Generative AI Solutions
This course is a primer to generative AI courses, which dive deeper into concepts related to customizing an FM using prompt engineering, Retrieval Augmented Generation (RAG), and fine-tuning.
21  cards
Essentials of Prompt Engineering
In this course, you will be introduced to the fundamentals of crafting effective prompts. You will gain an understanding of how to refine and optimize prompts for a range of use cases. You will also explore techniques like zero-shot, few-shot, and chain-of-thought prompting. Finally, you will learn to identify potential risks associated with prompt engineering.
16  cards
Optimizing Foundation Models
In this course, you will explore two techniques to improve the performance of a foundation model (FM): Retrieval Augmented Generation (RAG) and fine-tuning. You will learn about Amazon Web Services (AWS) services that help store embeddings with vector databases, and the role of agents in multi-step tasks. You will also define methods for fine-tuning an FM, learn how to prepare data for fine-tuning, and more.
14  cards
Amazon Q Business
In this Getting Started course, you will learn about the benefits, features, typical use cases, technical concepts, and cost of using Amazon Q Business. You will also review an architecture that depicts how Amazon Q Business works.
8  cards
Exploring Artificial Intelligence Use Cases and Applications
In this course, you will explore real-world use cases in artificial intelligence (AI), machine learning (ML), and generative artificial intelligence (generative AI) across a range of industries.
21  cards
Security, compliance, and governance for AI solutions
This course helps you understand some common issues of around security, compliance, and governance associated with artificial intelligence (AI) solutions.
3  cards

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AWS AI Foundations Certification

  • Class purpose General learning

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