HomeCoursesMaster AWS Certified AI Practitioner AIF-C01 Exam

4.6

Beginner

20h

Updated this week

Master AWS Certified AI Practitioner AIF-C01 Exam

This course covers the GenAI revolution and its role in securing a career with AWS Certified AI Practitioner AIF-C01, focusing on AI services, machine learning, and cloud AI.

Join 2.7 million developers at

Overview

Content

Reviews

The AWS AI Practitioner (AIF-C01) certificate is one of the latest additions to the AWS certifications shelf. It is designed for individuals looking to build foundational knowledge of artificial intelligence (AI) and machine learning (ML). You’ll learn the key AI and ML concepts, AWS AI/ML services, responsible AI practices, and practical applications of foundation models. You’ll also gain hands-on experience with AWS services such as Amazon SageMaker and Amazon Bedrock and NLP services like Amazon Comprehend, and Rekognition. You’ll also practice real-life exam questions, mirroring the format and difficulty of the actual certification test, to enhance your readiness and confidence. Additionally, this course includes Educative Cloud Labs, giving you hands-on experience with AWS services to build practical skills and a deeper understanding. After completing this course, you’ll be confident to pass the AWS AI Practitioner exam and pursue entry-level industry roles.

The AWS AI Practitioner (AIF-C01) certificate is one of the latest additions to the AWS certifications shelf. It is designed for...Show More

WHAT YOU'LL LEARN

Understanding of AWS infrastructure, core services, AI/ML fundamentals

The ability to identify and use AWS AI/ML services for different scenarios

Hands-on experience with services like Amazon SageMaker, Amazon Bedrock, and Amazon Rekognition

Knowledge of responsible AI practices, including bias detection and compliance

Experience simulating AWS Certified AI Practitioner exam conditions using practice exams

Hands-on experience provisioning resources on AWS using Educative Cloud Labs

Understanding of AWS infrastructure, core services, AI/ML fundamentals

TAKEAWAY SKILLS

Prepare for Certification

AWS

Content

128 Lessons14 Quizzes23 Cloud Labs2 Assessments

Introduction

2 Lessons

Gain foundational knowledge of AWS AI and machine learning for career advancement.

Introduction to the AWS AI Practitioner Certificate

AIF-C01 Domains and Exam Guide

AWS Fundamentals

6 Lessons

Explore cloud computing fundamentals, AWS account setup, global infrastructure, and different ways of using AWS.

Introduction to Cloud Computing

Setting Up Your AWS Account

Global Infrastructure, AZs, and Regions

Overview of Core Services

AWS Management Console, CLI, and SDKs

Summary and Quiz

AWS Core Services

8 Lessons

Explore AWS core services, including EC2, S3, Lambda, VPC, and container management.

Introduction to AWS Core Services

Amazon EC2

S3 Bucket

S3 Object Storage Classes

AWS Lambda

Virtual Private Cloud (VPC)

Container Services

Summary and Quiz

Understanding AWS Compute Services — From Zero to Hero

Cloud Lab

Working with AWS S3 Cross-Region Replication

Cloud Lab

Getting Started with Virtual Private Cloud (VPC) in AWS

Cloud Lab

Fundamentals of AI and ML

11 Lessons

Explore AI and ML fundamentals, including neural networks, data types, ML techniques, and model performance metrics.

Overview of AI and ML

What Are Neural Networks?

Understanding Core AI Terminologies

Types of Data in AI Models

Machine Learning Techniques

Overview of Machine Learning Pipeline

Machine Learning Algorithms

Model Performance Metrics

Understanding Bias, Variance, and Fairness in Machine Learning

When to Choose AI/ML

Summary and Quiz

AWS Pre-Build Machine Learning Models

11 Lessons

Explore AWS machine learning services for improved data processing, analysis, and user interaction.

Introduction to AWS Pre-Build Machine Learning Models

Amazon Augmented AI (Amazon A2I)

Amazon Comprehend

Amazon Kendra

Amazon Lex

Amazon Transcribe and Polly

Understanding Machine Learning Services on AWS—From Zero to Hero

Cloud Lab

Accelerate Code Development Using Amazon Q

Cloud Lab

Amazon SageMaker

8 Lessons

Explore Amazon SageMaker's tools for efficient, reliable, and ethical machine learning workflows.

Introduction to Amazon Sagemaker

Amazon SageMaker Data Wrangler

Amazon SageMaker Feature Store

Amazon SageMaker Model Monitor

Amazon SageMaker JumpStart

Amazon SageMaker Clarify

Amazon SageMaker Model Cards

Summary and Quiz

Deploying a Machine Learning Model with Amazon SageMaker

Cloud Lab

Performing Automatic Hyperparameter Tuning in SageMaker

Cloud Lab

Fundamentals of Generative AI

7 Lessons

Explore generative AI’s capabilities, applications, and effective prompting techniques for optimal results.

Introduction to GenAI

Prompt Engineering

Effective Prompting

Advantages, Disadvantages, and Limitations of GenAI

Do I Need GenAI in My Application?

GenAI Use Cases

Summary and Quiz

Amazon Bedrock

8 Lessons

Explore Amazon Bedrock's capabilities in generative AI and foundational model optimization.

Introduction to Bedrock

Features of Amazon Bedrock

Why Use GenAI in the Cloud?

Foundational Models

Fine-Tuning a FM

Methods to Evaluate Foundation Model Performance

RAG

Summary and Quiz

Code Development Using Amazon Bedrock

Cloud Lab

Using Amazon Bedrock for Content Moderation

Cloud Lab

Retrieval-Augmented Generation (RAG) with Amazon Bedrock

Cloud Lab

Building a RAG Chatbot Using LangChain and Amazon Bedrock

Cloud Lab

Building Generative AI Workflows with Amazon Bedrock

Cloud Lab

AWS Security Services

10 Lessons

Explore AWS security services, focusing on IAM, compliance, and data protection strategies.

Introduction to AWS Security Services

What Is IAM?

IAM Policies

IAM Identities

AWS Audit Manager and Artifact

Amazon Inspector

AWS Key Management Service (AWS KMS)

Amazon Macie

AWS Secrets Manager

Summary and Quiz

Securing AWS Resources: Managing Access with IAM

Cloud Lab

Encrypting S3 Buckets and EBS Volumes Using KMS

Cloud Lab

Finding Vulnerabilities on EC2 Instances Using AWS Inspector

Cloud Lab

10.

AWS Analytics Services

8 Lessons

Explore AWS analytics services for data processing, integration, visualization, and marketplace solutions.

Introduction to AWS Analytics Services

Getting Started with Amazon EMR

Cloud Lab

Getting Started with Amazon Redshift

Cloud Lab

Automating Data Processing with AWS Glue DataBrew

Cloud Lab

11.

AWS Databases

7 Lessons

Explore AWS's diverse database services, focusing on their features and applications.

Introduction to AWS Database Services

Amazon Relational Database Service (RDS)

Amazon DynamoDB

Amazon MemoryDB for Redis

Amazon Neptune

Other Databases

Summary and Quiz

Understanding AWS Database Options—From Zero to Hero

Cloud Lab

Achieving Ultra-Fast Performance Using Amazon MemoryDB for Redis

Cloud Lab

12.

AWS Management and Governance

9 Lessons

Explore services for effective governance, compliance, and monitoring of AWS cloud infrastructure.

Introduction to AWS Management and Governance

AWS Well-Architected Tool, Trusted Advisor, and Support Plan

Compliance Standards and Governance Protocols

Analyzing S3 Data and CloudTrail Logs Using Amazon Athena

Cloud Lab

Getting to Know Amazon CloudWatch

Cloud Lab

Getting Started with AWS Config

Cloud Lab

13.

AWS Billing and Cost Management

4 Lessons

Master AWS cost management tools to optimize spending and control budgets effectively.

Introduction to AWS Billing and Cost Management Services

AWS Cost Explorer and Cost Anomaly Detection

AWS Budgets

Summary and Quiz

14.

Wrapping Up

1 Lessons

Congratulations on mastering AWS AI and ML fundamentals and preparing for the AIF-C01 exam!

Conclusion

Practice Exam I - AWS Certified AI Practitioner

Assessment

15.

Practice Exam I Solution

14 Lessons

Test your understanding of AI and ML fundamentals, foundation models, responsible AI, security, and compliance measures for AI solutions.

Fundamentals of AI and ML I

Fundamentals of AI and ML—II

Fundamentals of AI and ML III

Fundamentals of Generative AI I

Fundamentals of Generative AI II

Fundamental of Generative AI III

Applications of Foundation Models I

Applications of Foundation Models II

Applications of Foundation Models III

Applications of Foundation Models IV

Guidelines for Responsible AI I

Guidelines for Responsible AI II

Security, Compliance, and Governance for AI Solutions I

Security, Compliance, and Governance for AI Solutions II

Practice Exam II - AWS Certified AI Practitioner

Assessment

16.

Practice Exam II Solution

14 Lessons

Test your understanding of AI and ML fundamentals, foundation models, responsible AI, security, and compliance measures for AI solutions.

Fundamentals of AI and ML I

Fundamentals of AI and ML II

Fundamentals of AI and ML III

Fundamentals of Generative AI I

Fundamentals of Generative AI II

Fundamentals of Generative AI III

Applications of Foundation Models I

Applications of Foundation Models II

Applications of Foundation Models III

Applications of Foundation Models IV

Guidelines for Responsible AI I

Guidelines for Responsible AI II

Security, Compliance, and Governance for AI Solutions I

Security, Compliance, and Governance for AI Solutions II

Certificate of Completion

Showcase your accomplishment by sharing your certificate of completion.

Developed by MAANG Engineers

Every Educative resource is designed by our in-house team of ex-MAANG software engineers and PhD computer science educators — subject matter experts who’ve shipped production code at scale and taught the theory behind it. The goal is to get you hands-on with the skills you need to stay ahead in today's constantly evolving tech landscape. No videos, no fluff — just interactive, project-based learning with personalized feedback that adapts to your goals and experience.

Trusted by 2.7 million developers working at companies

"These are high-quality courses. Trust me. I own around 10 and the price is worth it for the content quality. EducativeInc came at the right time in my career. I'm understanding topics better than with any book or online video tutorial I've done. Truly made for developers. Thanks"

Anthony Walker

@_webarchitect_

"Just finished my first full #ML course: Machine learning for Software Engineers from Educative, Inc. ... Highly recommend!"

Evan Dunbar

ML Engineer

"You guys are the gold standard of crash-courses... Narrow enough that it doesn't need years of study or a full blown book to get the gist, but broad enough that an afternoon of Googling doesn't cut it."

Software Developer

Carlos Matias La Borde

"I spend my days and nights on Educative. It is indispensable. It is such a unique and reader-friendly site"

Souvik Kundu

Front-end Developer

"Your courses are simply awesome, the depth they go into and the breadth of coverage is so good that I don't have to refer to 10 different websites looking for interview topics and content."

Vinay Krishnaiah

Software Developer

Hands-on Learning Powered by AI

See how Educative uses AI to make your learning more immersive than ever before.

Personalized Interview Prep

Skip the LeetCode grind with a custom roadmap that adapts to your goals. Hands-on practice for Coding Interviews, System Design, and more.

Mock Interviews

Test your skills in a simulated interview setting. Receive personalized feedback based on your performance. Available for Coding Interviews, System Design, and more.

AI Prompt

Build prompt engineering skills. Practice implementing AI-informed solutions.

Code Feedback

Evaluate and debug your code with the click of a button. Get real-time feedback on test cases, including time and space complexity of your solutions.

Explain with AI

Select any text within any Educative course, and get an instant explanation — without ever leaving your browser.

AI Code Mentor

AI Code Mentor helps you quickly identify errors in your code, learn from your mistakes, and nudge you in the right direction — just like a 1:1 tutor!

Free Resources

FOR TEAMS

Interested in this course for your business or team?

Unlock this course (and 1,000+ more) for your entire org with DevPath