Cisco Splunk for AI Operations (CSAIOPS)

Module 1: Introduction to Splunk and Administration

• Introduction to Splunk and its core software
• Overview of Splunk AI and its capabilities
• Installing and configuring Splunk
• Collecting and indexing machine data
• Implementing real-time search, analysis, and visualization of large datasets
• Mastering event correlation techniques using search commands
• Hands-on exercises: Setting up a Splunk environment, indexing data, and creating visualizations

Module 2: Splunk Data Analysis and Security Essentials

• Data analysis and correlation techniques in Splunk
• Benefits for the companies using Splunk AI engine in cost reduction and operational efficiency improvements.
• Data modeling in Splunk
• Machine learning models for classification, regression, clustering, and anomaly detection
• Splunk Security Essentials and Incident Response
• Real-time monitoring and alerting using Splunk SE
• Testing, validating, and fine-tuning security use cases
• Hands-on exercises: Advanced data analysis, machine learning model deployment, and security incident response

Module 3: Splunk AI and AIOps

• Overview of AIOps and its role in IT Operations
• Integrating AI into everyday workflows for service performance enhancement
• Rapid event detection and human-assisted automation for SecOps, ITOps, and engineering teams
• Full visibility, AIOps, and incident intelligence with Splunk AI
• Hands-on exercises: Implementing AIOps in a Splunk environment and analyzing real-world use cases