YoVDO

Finding Needles in the Observability Haystack - Managing Kubernetes Monitoring Data

Offered By: CNCF [Cloud Native Computing Foundation] via YouTube

Tags

Observability Courses Data Analysis Courses Machine Learning Courses Kubernetes Courses Prometheus Courses Log Management Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore strategies for managing the influx of monitoring data in Kubernetes environments in this 23-minute conference talk by Ivan Nečas and Katya Gordeeva from Red Hat. Learn how to move beyond basic monitoring setups to gain deeper insights from your observability stack. Discover techniques for correlating different signals, understanding precursors to alerts, and applying data science methods to time-series data. Gain practical knowledge on leveraging Prometheus/Thanos for alerts, incorporating logs, and utilizing AI/ML approaches. Access a repository of tools and visualizations to help tackle Kubernetes data overload and improve your cluster's situational awareness.

Syllabus

Finding Needles in the Observability Haystack - Ivan Nečas & Katya Gordeeva, Red Hat


Taught by

CNCF [Cloud Native Computing Foundation]

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity Natural Language Processing
Columbia University via Coursera Probabilistic Graphical Models 1: Representation
Stanford University via Coursera Computer Vision: The Fundamentals
University of California, Berkeley via Coursera Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent