AWS Machine Learning & AI Courses and Certifications

Amazon Web Services;  Amazon

Building Language Models on AWS

1 rating

Learn to build, train, and deploy advanced language models on AWS using SageMaker. Covers distributed training, performance optimization, data ingestion, and customizing foundation models for generative AI tasks.

• AWS Skill Builder
• 5-6 hours
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Introduction to Amazon SageMaker (Deutsch)

1 rating

Entdecken Sie die Grundlagen von Amazon SageMaker und lernen Sie, wie Sie Machine Learning-Modelle effizient erstellen, trainieren und bereitstellen können, mit Fokus auf Notebooks, Training und Hosting.

• AWS Skill Builder
• 13 minutes
• Self-Paced
• Free Certificate

Building Generative AI Applications with Amazon Bedrock

4 ratings at Udacity

Master Amazon Bedrock to build cutting-edge generative AI applications with Python, integrating AWS services, RAG systems, and secure AI pipelines through hands-on projects.

• Udacity
• 11 hours
• Self-Paced
• Paid Course

Operationalizing Machine Learning on SageMaker

2 ratings at Udacity

Learn advanced techniques for deploying professional ML projects on SageMaker, covering resource management, distributed training, high-throughput pipelines, and security in AWS.

• Udacity
• 18 hours
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

AWS SimuLearn: Build Apps Faster with Amazon Q Developer

Explore AI-powered development with Amazon Q Developer, mastering Lambda functions, CLI commands, and efficient cloud-based coding techniques for faster application deployment.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Generative AI: Amazon SageMaker

Master building multimodal AI pipelines using Amazon SageMaker through hands-on challenges. Create knowledge bases, implement RAG solutions, and develop conversational AI while working with foundation models.

• AWS Skill Builder
• 4 hours
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Generative AI: Amazon Bedrock

Master prompt engineering and RAG workflows using Amazon Bedrock's foundation models through hands-on challenges. Build agent-based applications and develop practical AI skills for text and image generation.

• AWS Skill Builder
• 4 hours
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Amazon Rekognition Getting Started

Master image and video analysis with AWS Rekognition through hands-on demonstrations, learn to detect objects, faces, and text, and create Lambda functions for automated image processing using Python.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Exploring Amazon Nova models using Amazon Bedrock

Explore Amazon Nova models through Amazon Bedrock, covering text understanding, vision processing, and creative content generation with Canvas and Reel for images and videos.

• AWS Skill Builder
• 2 hours
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Amazon Polly Getting Started

Discover how to convert text into natural-sounding speech with Amazon Polly, learning its purpose, benefits, pricing, and practical applications in the AWS Cloud environment.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Lab - Introduction to the Amazon Bedrock Console

Gain hands-on experience with Amazon Bedrock by exploring LLM access, testing prompts, adjusting parameters, generating AI images, and using the console's text, chat, and image playgrounds.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

AWS SimuLearn: Generate Code for a Webpage

Dive into a simulated customer conversation where you'll design and build a web hosting solution using Amazon Bedrock and EC2, gaining practical experience with AWS services while developing communication skills.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS SimuLearn: Explore the Amazon Bedrock Playgrounds

Dive into generative AI-powered simulations with AWS SimuLearn, learning to evaluate and compare foundation models using Amazon Bedrock playgrounds for optimal customer service AI experiences.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS SimuLearn: Secure Conversational AI with Guardrails

Dive into AWS SimuLearn's interactive experience to build secure conversational AI with guardrails using Amazon Bedrock, helping protect employee data privacy while creating policy-compliant AI assistants.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS SimuLearn: Build and Understand Code with Amazon Q

Explore AWS SimuLearn's AI-powered simulations to build a serverless story generation system using Amazon Q, Lambda, Bedrock, DynamoDB, and S3 through hands-on practice and simulated customer interactions.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate