Enterprise AI Operations on AWS

[yanfan001]

Enterprise AI Operations on AWS

MP4 | Video: AVC 1920 x 1080 | Audio: AAC 44 Khz 2ch | Duration: 00:54:08 | 197.42 MB
Genre: eLearning | Language: English​

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
Module 2: AWS AI Infrastructure
Bedrock API and Cloud Shell Integration
Foundational Cloud Shell Skills
Cost Control with Cloud Shell and SageMaker
Understanding LLM Scaling Limitations
Enterprise MLOps Framework
Module 3: Advanced AI Implementation
RAG Workflows with AWS Bedrock
Enterprise AIOps using Bedrock
Bedrock Console Prototyping
Security and Governance
Module 4: Production Deployment
Enterprise-Grade Security Controls
Cost Optimization Strategies
Performance Monitoring and Scaling
Best Practices for Production AI Systems
Key Technologies Covered
Amazon Q for Business
AWS Bedrock
AWS Cloud Shell
RAG Implementation
MLOps and AIOps
Enterprise Security and Governance

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