Master Production-Ready Machine Learning, Step by Step
AI Engineer - Learn how to integrate AI into software applications
Overview
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Discover how observability enhances real-time monitoring of Python applications and large language models (LLMs) in this 49-minute conference talk. Learn to capture essential metrics, traces, and logs that provide comprehensive visibility into your AI systems. Explore how OpenTelemetry and similar observability tools deliver deep insights into application behavior, enabling you to identify performance bottlenecks and optimize system reliability. Gain practical knowledge on implementing monitoring strategies that improve the performance and dependability of your Python-based AI applications and machine learning models.
Syllabus
NashKnolX: AI Observability
Taught by
NashKnolX