AWS Events Courses

Building a Generative AI Agent with AWS - Session AIM222

Discover how to build AI-powered applications using AI functions and RAG, with practical insights on integrating generative AI agents into existing tech stacks and a live demo of Squid AI.

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

Improving Patient Care with Large-Scale Data Engineering and Machine Learning

Discover how to leverage Amazon Bedrock and Textract for processing unstructured medical data, enabling ML-driven clinical decision-making through efficient document extraction and model training.

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

Security Best Practices That Accelerate Mission Impact

Discover how to balance security and innovation in cloud development using AWS services, with practical techniques for automation, log centralization, and AI-powered security scaling.

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

Minimize Data Transfer Costs Through Zone-Aware Architectures in AWS Kubernetes

Master zone-aware architectures in Kubernetes to minimize AWS data transfer costs, optimize pod placement, and enhance application resilience across multiple availability zones.

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

Inserta tus Productos en Imágenes Usando Multimodal-RAG

Descubre cómo regenerar espacios con diferentes estilos decorativos usando Multimodal-RAG, permitiendo visualizar y comprar productos minoristas a través de imágenes generadas con IA.

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

How to Deploy NVIDIA NIM on Amazon SageMaker for LLM Applications

Discover how to deploy large language models efficiently using NVIDIA NIM on Amazon SageMaker, from rapid model deployment to enterprise-grade AI application integration with optimized technologies.

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

Deploying and Scaling Large Language Models with NVIDIA NIM on Amazon EKS

Learn to deploy and scale large language models efficiently on Amazon EKS using NVIDIA Inference Microservices, covering cluster setup, performance optimization, and cost monitoring.

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

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