AWS AI Practioner Exam Prep

Welcome to the AWS Certified AI Practitioner Study Guide 🧠☁️

This interactive study guide is designed to help you master the concepts and services required for the AWS Certified AI Practitioner certification — with clear explanations, practical examples, and a structured flow.

🚀 What You’ll Learn

• 📘 AI/ML Fundamentals
  Understand the difference between AI, ML, and DL, and how they apply to real-world use cases.

• ☁️ AWS AI/ML Services
  Dive deep into services like Amazon Bedrock, Amazon Q, SageMaker, and more.

• 🔐 Security & Responsible AI
  Learn about data privacy, ethical considerations, and AWS shared responsibility.

• 💼 Real-World Applications
  See how AI/ML is transforming industries like healthcare, finance, and retail.

• 📝 Practice Questions & Exam Prep
  Reinforce your knowledge with practice questions and a final exam checklist.

🧭 How to Use This Guide

Use the left-hand sidebar to navigate through the topics.
Each section builds on the previous one, so we recommend studying in order — but feel free to jump around if you're reviewing specific areas.

✅ Pro Tip: Bookmark this page and revisit often while preparing.

🧑‍💻 Maintainer

Pratham Mehta
Contributor to open-source AI projects, AWS practitioner, and lifelong learner.

Let’s begin your AWS AI learning journey → 📚
Navigate to the next chapter from the sidebar!

Index of Contents

1. Introduction to AWS and Cloud Computing
2. Amazon Bedrock and Generative AI
3. Prompt Engineering
4. Amazon Q - Deep Dive
5. Artificial Intelligence and Machine Learning
6. AWS Managed AI Services
7. Amazon Sagemaker - Deep Dive
8. AI Challenges and Responsibilities
9. AWS Security and More
10. Tips for the Exam

Introduction to AWS and Cloud Computing

Here are the links to notes which were similar in preparation for AWS Cloud Computing Practioner Exam:

1. Traditional IT Overview
2. What is Cloud Computing
3. Types of Cloud Computing
4. AWS Cloud Overview
5. Shared Responsibility Model & AWS Acceptable Policy

Amazon Bedrock and Generative AI (GenAI)

1. What is Generative AI?
2. Amazon Bedrock - Overview
3. [Amazon Bedrock - Hands On](Bedrock Hands On.pdf)