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.

Beginner

128 Lessons

20h

Certificate of Completion

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.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

2 Assessments

14 Quizzes

13 Code Snippets

This course includes

2 Assessments

14 Quizzes

13 Code Snippets

Course Overview

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 Compre...Show More

TAKEAWAY SKILLS

Prepare For Certification

Aws

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

What You'll Learn

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

Course Content

Introduction

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

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

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

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

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 Amazon Rekognition Amazon Textract Amazon Translate Amazon Q Summary and Quiz

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.

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.

Amazon Bedrock

8 Lessons

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

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.

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.

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.

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.

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.

14.

Wrapping Up

1 Lesson

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

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.

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.

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