Log Analysis Courses and Certifications

DevConf

Fighting Logs with Log Detective - Automated Log Analysis for Package Build Failures

Discover how Log Detective automates log analysis using Template Mining and LLMs to diagnose package build failures in Copr/Koji, helping maintainers identify root causes faster.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Open Compute Project

AI-Assisted Test Debug Flow and Log Analysis for AI GPU Systems

Discover AI-powered debugging workflows for GPU datacenters using machine learning to analyze logs, identify error patterns, and accelerate root cause analysis in modern AI systems.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Azure LOG ANALYTICS Inside-Out

1018 ratings at Udemy

Learn Azure Monitor Logs a.k.a. Log Analytics / OMS. Most comprehensive, created in Jan 2020 and covers latest updates.

• Udemy
• 5 hours 11 minutes
• On-Demand
• Paid Course

CertNexus

CFR: Security Assessment, Data Collection, and Log Analysis

Dive into cybersecurity auditing, vulnerability management, penetration testing, intelligence collection, and log analysis using Windows, Linux, and SIEM tools.

• Coursera
• 9 hours 40 minutes
• On-Demand
• Paid Course

Fundamentals of Cloud Logging

Learn to centralize, filter, analyze, and export application logs using Cloud Logging. Explore log-based metrics, audit logging, and advanced analysis techniques for improved monitoring and compliance.

• Google Skills
• 1 hour
• On-Demand
• Paid Course

OWASP Foundation

Log Story Short: Chopping Through Forests of Data

Explore techniques for efficiently analyzing vast log data to enhance application security and incident response in this insightful presentation by security expert Moti Harmats.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Log Anomaly Detection with Opni - AI-Powered Insights from Kubernetes Logs

Explore AI-powered log anomaly detection with Opni for Kubernetes, Rancher, and Longhorn. Learn setup, use cases, and future plans for extracting valuable insights from infrastructure logs.

• YouTube
• 30 minutes
• On-Demand
• Free Video

All Things Open

Annotating Log Data for Machine Learning

Explore an NLP-based log analysis system for automated error triage and fault categorization, streamlining root cause analysis in complex log data.

• YouTube
• 17 minutes
• On-Demand
• Free Video

Confreaks

Ask Your Logs - Structured Logging for Rails Applications

Explore structured logging techniques to transform Rails logs into actionable data, enabling efficient debugging and insightful analysis of production issues.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Confreaks

Finding the Needle in the Stack Trace: APM Logs-in-Context

Discover efficient techniques for pinpointing issues in stack traces using APM logs-in-context, enhancing your debugging skills and application performance.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Eclipse Foundation

Solving a Real-World SRE Issue with Eclipse Trace Compass

Discover how to effectively analyze and resolve site reliability issues using Eclipse Trace Compass through a real-world case study of system slowdown affecting thousands of developers.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Deploying Web Applications with Heroku

Deploy your first web application using the Heroku platform and learn about the underlying mechanics of web hosting.

• Udacity
• 1 week
• On-Demand
• Free Online Course

44CON Information Security Conference

Using Hadoop for Malware, Network, Forensics and Log Analysis

Explore big data analysis for cybersecurity using Hadoop, tackling malware, network traffic, and log files at scale to overcome processing limitations and enhance threat detection.

• YouTube
• 28 minutes
• On-Demand
• Conference Talk

Dynatrace

Log Pattern Analysis with Dynatrace

Analyze log patterns efficiently using Dynatrace's dashboard. Detect common patterns, focus on relevant buckets, filter by namespace or log level, and apply keyword-based filters for comprehensive log management.

• YouTube
• 11 minutes
• On-Demand
• Free Video

INFOSEC TRAIN

Mastering SOC Operations - Log Analysis, Threat Intel and Vulnerability Detection - Day 2

Dive into essential SOC analyst skills covering vulnerability management lifecycle, log analysis techniques for anomaly detection, and how threat intelligence enhances security operations through practical examples and tools.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video