AWS Certified AI Practitioner
Foundational
AWS Certified AI Practitioner
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Chapter 1
Introduction to AWS AI Services
This chapter provides an overview of the various AI services offered by AWS, including their purposes and use cases.
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Chapter 2
Machine Learning Basics
This chapter covers the fundamental concepts of machine learning, including types of machine learning and key algorithms.
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Chapter 3
Data Preparation and Feature Engineering
This chapter discusses the importance of data preparation and feature engineering in the machine learning process.
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Chapter 4
Building and Training Models with Amazon SageMaker
This chapter provides a detailed guide on using Amazon SageMaker to build, train, and deploy machine learning models.
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Chapter 5
Deploying and Monitoring AI Solutions
This chapter explains how to deploy AI models and monitor their performance using AWS tools.