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Agentic Code Generation for Industrial Analytics and Predictive Maintenance - PEX320

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Overview

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Explore how agentic AI transforms industrial operations by enabling plant floor personnel to perform complex data analysis without requiring programming expertise. Discover how Amazon Bedrock AgentCore Code Interpreter and Strands Agents empower operations teams to use natural language queries like "Analyze our motor's vibration patterns for maintenance scheduling" and automatically generate executable Python code using pandas, scipy, and scikit-learn for predictive analytics. Watch live coding demonstrations showing IoT SiteWise data retrieval, AI-generated analytics workflows, and MCP tools for automated work order creation that bridge the gap between operational expertise and data science capabilities. Learn how this technology eliminates dependencies on IT teams for monitoring solutions, reduces delays in critical equipment analysis, and creates a complete operational loop from data collection to maintenance action without requiring specialized data science knowledge.

Syllabus

AWS re:Invent 2025 -Agentic Code Generation for Industrial Analytics & Predictive Maintenance-PEX320

Taught by

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