AWS Events Courses

Scaling Open Source AI Models in Production with TensorRT-LLM

Discover how to deploy and scale open-source AI models efficiently using Baseten's platform with NVIDIA TensorRT-LLM on AWS infrastructure for optimal performance and cost-effectiveness.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

How to Deploy a Production-Ready Generative AI Chatbot for Data Querying and Productivity Enhancement

Discover how to build and deploy a production-ready generative AI chatbot that provides conversational answers from your data sources using AWS services.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Hosting Fine-Tune Adapters at Scale on Amazon SageMaker - AI Infrastructure Day 2024

Discover how to efficiently scale and manage hundreds of fine-tuned AI models using LoRA techniques and Amazon SageMaker LMI containers for optimized performance and cost-effectiveness.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Generative AI Inference with AWS Graviton Processors

Discover how AWS Graviton processors optimize generative AI workloads, featuring practical demonstrations of inference tasks and price-performance benefits for cloud computing deployments.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Automated Optimization for Apache Iceberg Tables

Master automated optimization techniques for Apache Iceberg tables to enhance data lake performance, reduce storage costs, and improve query efficiency through AWS Glue Data Catalog.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Navigating Software Development in the Era of Generative AI

Explore how generative AI is transforming software development practices, from code writing to debugging, and learn strategies to leverage these new tools effectively.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Building Real-Time Chatbots with Vector Search for Amazon MemoryDB

Discover how to build high-performance chatbots using Amazon MemoryDB's vector search capabilities, Claude 3 Sonnet, and knowledge bases to create faster, cost-effective AI-powered customer service solutions.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Build Machine Learning Models Using Natural Language with Amazon Q and SageMaker

Discover how Amazon Q Developer and SageMaker simplify machine learning model development through natural language interactions, streamlining the workflow for data scientists.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Implementing Geographic Restrictions in AWS - Securing Resources with Route 53, CloudFront, and WAF

Master geographic access control in AWS by implementing restrictions using Route 53, CloudFront, and WAF to enhance security through location-based traffic management and content delivery protection.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Authenticating Clients with Mutual TLS on Application Load Balancer

Master mutual TLS authentication implementation on AWS Application Load Balancer to enhance web application security through client-certificate verification and two-way TLS protocols.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Common Controls in AWS Audit Manager - Simplifying Risk and Compliance Assessments

Discover how AWS Audit Manager's common controls library automates evidence collection, simplifies compliance assessments, and helps evaluate control effectiveness across multiple regulatory standards.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

How to Teach Your Email Some Manners - Improving Email Consistency and Performance

Discover effective strategies to improve email consistency and performance using Amazon SES, covering setup, management, and meeting customer expectations for reliable email delivery.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Managing AWS Control Tower Controls at Scale

Master AWS Control Tower's new concurrent control operations capability to efficiently manage and standardize configurations across multiple AWS accounts and organizational units.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Amazon SES and Proofpoint SER - Integrated Email Management and Security Solution

Discover how to modernize email infrastructure by integrating Amazon SES with Proofpoint SER for enhanced security, management, and delivery optimization in enterprise environments.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

Simplify Your Analytics and AI with Amazon SageMaker Lakehouse

Discover how Amazon SageMaker Lakehouse unifies data across S3 lakes and Redshift warehouses, enabling seamless querying with Apache Iceberg tools while maintaining robust security controls.

• YouTube
• 20 minutes
• Self-Paced
• Free Video