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| Section | Objectives |
|---|---|
| Topic 1: AI-Driven Network Automation and Orchestration | - Configuration Management and Orchestration Tools - Intent-Based Networking (IBN) - Network Automation Principles - Software-Defined Networking (SDN) with AI |
| Topic 2: AI-Enhanced Network Monitoring and Troubleshooting | - Root Cause Analysis with AI - Log Analysis and Pattern Recognition - Intelligent Network Monitoring Systems - Self-Healing Networks |
| Topic 3: Networking Fundamentals for AI | - OSI Model and TCP/IP Stack - IP Addressing and Subnetting - Network Topologies and Architectures - Routing and Switching Concepts |
| Topic 4: AI for Network Security | - Behavioral Analytics and User Entity Behavior Analytics (UEBA) - Automated Incident Response - Anomaly Detection in Network Traffic - AI-Powered Threat Detection and Prevention |
| Topic 5: AI and Machine Learning in Networking | - Supervised, Unsupervised, and Reinforcement Learning - AI Model Training and Inference - Neural Networks and Deep Learning Basics - Introduction to AI/ML Concepts |
| Topic 6: Emerging Technologies and Future Trends | - Zero Trust Architecture Enhanced by AI - Ethical Considerations in AI Networking - 5G and Edge Computing with AI - IoT Network Management using AI |
| Topic 7: Predictive Analytics and Network Optimization | - Quality of Service (QoS) Optimization using AI - Traffic Forecasting and Load Balancing - Capacity Planning with ML Models - Predictive Maintenance for Network Infrastructure |
(What is a key advantage of using Ansible for network automation?)
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(Which type of switch is most suitable for powering security cameras in a remote warehouse that require both power and data, without running separate power cables?)
Correct Answer: B 🗳️
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(In a hybrid topology, why is the combination of multiple topologies beneficial?)
Correct Answer: B 🗳️
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(How should organizations evaluate the most suitable type of virtualization for their requirements?)
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(A user is unable to access a web application. If you suspect the issue is with routing, which OSI layer will you investigate?)
Correct Answer: C 🗳️
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