YoVDO

Performance Co-Pilot TreeTop - Predictive Analytics for System Performance Analysis

Offered By: DevConf via YouTube

Tags

Predictive Analytics Courses Anomaly Detection Courses Root Cause Analysis Courses Statistical Methods Courses Causal Inference Courses Explainable AI Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore cutting-edge techniques in automated system performance analysis through this 35-minute conference talk from DevConf.CZ 2024. Delve into the complex world of computing system efficiency as speaker Nathan Scott presents recent research on dynamic ensemble approaches, statistical methods, causal inference, anomaly detection, and explainable AI techniques. Gain insights into how these advanced methodologies enable human analysts to rapidly process vast amounts of data, leading to improved real-time understanding of performance contributors. Learn how this innovative approach enhances system optimization and root cause analysis, ultimately advancing the field of system performance analysis.

Syllabus

Performance Co-Pilot TreeTop: predictive analytics for system performance analysis - DevConf.CZ 2024


Taught by

DevConf

Related Courses

Data Science in Real Life
Johns Hopkins University via Coursera A Crash Course in Causality: Inferring Causal Effects from Observational Data
University of Pennsylvania via Coursera Causal Diagrams: Draw Your Assumptions Before Your Conclusions
Harvard University via edX Causal Inference
Columbia University via Coursera Causal Inference 2
Columbia University via Coursera