Generative AI on AWS E-Learning

1 year 24/7 access to interactive videos, voice commands and progress monitoring via reports.
Develop deep knowledge of Generative AI in combination with AWS services and discover how to build innovative AI solutions.

Demo Generative AI on AWS Training

Why choose this course?

Generative AI is a breakthrough technology that is transforming the way organizations process data, gain insights and develop products. With AWS as a leading cloud platform, you get the perfect combination of powerful AI tools and scalable infrastructure.

In this training you will learn:

• The basics of Generative AI: Discover how this technology works and how you can apply it across different business domains.
• AWS Services for AI: Explore tools like Amazon SageMaker, AWS Lambda, and more for building and deploying AI models.
• Practical implementation: Build and test generative AI models with AWS and learn how to integrate them into existing processes.
• Develop innovative solutions: Understand how to use Generative AI for data analysis, content creation, product development and more.

This course offers a combination of theory, demonstrations, and hands-on assignments so you can confidently apply Generative AI in an AWS environment.

Who should participate?

This training is suitable for:

• Data scientists and AI specialists: Who want to expand their expertise in Generative AI with AWS tools.
• Software developers: Who want to build innovative applications using Generative AI models.
  Cloud engineers: Who want to learn how AWS can be used for AI solutions.
• IT managers and consultants: Who want to gain strategic knowledge about how Generative AI can optimize business processes.
• Anyone interested in AI: Even beginners can take this course as it covers both basics and advanced topics.

Course content

Generative AI on AWS: Generative AI on AWS: Getting Started

Course: 1 Hour, 10 Minutes

• Course Overview
• Generative Artificial Intelligence (AI) Principles in an AWS Context
• Advantages of Using AWS for Generative AI
• Foundational Models in AWS and Their Popularity
• AI Startup Foundational Models
• How Foundational Models Operate
• Power of Generative Models by Foundational Models
• AWS Generative AI Services
• AI Services vs. Generative AI Services on AWS
• AWS Generative AI Service Deep Dive
• Generative AI Uses Cases
• Working with Generative AI on AWS
• Course Summary

Generative AI on AWS: Building GenAI Models with Amazon SageMaker

Course: 1 Hour, 36 Minutes

• Course Overview
• Fundamental Concepts of Generative Models
• Types of Generative Models: GANs and VAEs
• Comparing Generative Model Architectures
• Designing GANs with Amazon SageMaker
• Performing Data Preprocessing for Generative Models in SageMaker
• Training Generative Models with SageMaker Algorithms
• Executing Distributed Training of Generative Models in SageMaker
• Optimizing and Fine-tuning Generative Models in SageMaker1
• Applying Transfer Learning for Generative Models in Specific Domains
• Evaluating Generated Content Quality and Diversity
• Deploying Generative Models in SageMaker for Real-time Inference
• Monitoring Generative Models in SageMaker
• Course Summary

Generative AI on AWS: Building GenAI Models with Amazon Bedrock

Course: 1 Hour, 6 Minutes

• Course Overview
• Amazon Bedrock
• Generative AI Models with Amazon Bedrock
• Benefits of Amazon Bedrock
• Amazon Bedrock API
• Using the Amazon Bedrock Console
• Developing a Generative AI Model
• Evaluating a Generative AI project
• Designing a Business Application Using Amazon Bedrock
• Amazon Bedrock Strengths and Weaknesses
• Course Summary

Generative AI on AWS: Generating Code with Amazon CodeWhisperer

Course: 1 Hour, 8 Minutes

• Course Overview
• Artificial Intelligence (AI) Code Generation Explained
• Amazon CodeWhisperer
• Code Generation with CodeWhisperer
• CodeWhisperer Use Cases
• Key Features of CodeWhisperer
• Setting Up CodeWhisperer
• Getting Started with CodeWhisperer
• Code Suggestions
• Configuring Security Scans
• Optimizing Software Development with CodeWhisperer
• CodeWhisperer Best Practices
• Course Summary

Get started with Generative AI on AWS!

Learn at your own pace with extensive videos, practice exercises and tests.
Master the latest technologies and make an impact in your organization.
Earn a certificate of participation upon successful completion of the course.