AIOps with Python

Month 1: Introduction to AI Ops

• Introduction to AI Ops
• Overview of DevOps and IT Operations
• Introduction to Artificial Intelligence and Machine Learning
• Basics of Python Programming for AI Ops
• Introduction to NLP and its role in AI Ops

Month 2: AI for IT Operations (AIOps)

• Monitoring and Observability using AI
• Log Analytics using NLP and Machine Learning
• Anomaly Detection and Prediction using Machine Learning
• Incident Management with AI and Automation
• Introduction to Time-Series Forecasting with Machine Learning

Month 3: Advanced AI Ops Techniques

• Automated Remediation with AI and Machine Learning
• Capacity Planning and Optimization using Machine Learning
• Predictive Maintenance using AI and Machine Learning
• Advanced NLP Techniques for IT Operations
• Building AI-powered Chatbots for IT Support