November 2024
Intermediate to advanced
54m
English
Overview
Course Overview
This comprehensive course covers enterprise AI operations on AWS, focusing on practical implementation of AWS AI services, MLOps, and efficient AI system design. Learn how to leverage Amazon Q, AWS Bedrock, and Cloud Shell for enterprise-grade AI solutions.
Module 1: Enterprise AI Foundations- Introduction to Enterprise AI Operations
- Amazon Q Business Implementation
- Using AWS Cloud Shell with Amazon Q
- Amazon Q Business Capabilities
- Bedrock API and Cloud Shell Integration
- Foundational Cloud Shell Skills
- Cost Control with Cloud Shell and SageMaker
- Understanding LLM Scaling Limitations
- Enterprise MLOps Framework
- RAG Workflows with AWS Bedrock
- Enterprise AIOps using Bedrock
- Bedrock Console Prototyping
- Security and Governance
- Enterprise-Grade Security Controls
- Cost Optimization Strategies
- Performance Monitoring and Scaling
- Best Practices for Production AI Systems
- Amazon Q for Business
- AWS Bedrock
- AWS Cloud Shell
- RAG Implementation
- MLOps and AIOps
- Enterprise Security and Governance
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