Which of the following statements about AI (generative and predictive) and machine learning in network operations are true? (Select all that apply.)
Correct Answer: A,B,C
Detailed Explanation: AI and machine learning are increasingly applied in network operations to enhance monitoring, management, and automation. Predictive analytics (Option A) uses historical data and statistical models to forecast network issues, allowing for proactive maintenance. Generative AI (Option B) can take high‑level requirements and automatically generate configuration scripts or policy recommendations, streamlining network deployments. Machine learning (Option C) is used to analyze network traffic in real time, identifying anomalies that may indicate security breaches or performance issues. However, AI does not completely replace human network engineers (Option D); rather, it augments their capabilities by handling routine tasks and providing insights, while human expertise remains crucial for decision‑making and managing complex scenarios.
This CCNA practice question helps students prepare for Cisco networking certification exams by testing knowledge of network fundamentals, routing, switching, and network security concepts.