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What is IT Operations Analytics?

IT Operations Analytics (ITOA) involves applying AI and big data analytics to monitor, analyze, and optimize IT infrastructure. It helps organizations predict system failures, enhance cybersecurity, and improve performance through real-time insights.

Text Mining
Text mining refers to the process of extracting valuable insights from textual data using NLP, machine learning, and analytics techniques. It is applied in research, business intelligence, and automated content classification.
Relational Database
Relational database refers to a structured data storage system that organizes data into tables with predefined relationships. It uses SQL for querying and is widely used in enterprise applications, transaction processing, and analytics.
Test data
Test data refers to datasets used to evaluate the performance and accuracy of machine learning models. It is separate from training data and ensures that AI systems generalize well to new, unseen data.