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| Section | Objectives |
|---|---|
| Topic 1: AI for Network Security | - Automated Incident Response - Behavioral Analytics and User Entity Behavior Analytics (UEBA) - AI-Powered Threat Detection and Prevention - Anomaly Detection in Network Traffic |
| Topic 2: AI-Driven Network Automation and Orchestration | - Network Automation Principles - Intent-Based Networking (IBN) - Software-Defined Networking (SDN) with AI - Configuration Management and Orchestration Tools |
| Topic 3: Predictive Analytics and Network Optimization | - Predictive Maintenance for Network Infrastructure - Quality of Service (QoS) Optimization using AI - Traffic Forecasting and Load Balancing - Capacity Planning with ML Models |
| Topic 4: AI and Machine Learning in Networking | - AI Model Training and Inference - Introduction to AI/ML Concepts - Neural Networks and Deep Learning Basics - Supervised, Unsupervised, and Reinforcement Learning |
| Topic 5: AI-Enhanced Network Monitoring and Troubleshooting | - Log Analysis and Pattern Recognition - Self-Healing Networks - Intelligent Network Monitoring Systems - Root Cause Analysis with AI |
| Topic 6: Emerging Technologies and Future Trends | - Ethical Considerations in AI Networking - 5G and Edge Computing with AI - Zero Trust Architecture Enhanced by AI - IoT Network Management using AI |
| Topic 7: Networking Fundamentals for AI | - OSI Model and TCP/IP Stack - Network Topologies and Architectures - IP Addressing and Subnetting - Routing and Switching Concepts |
1. (What is unique about AI's approach to anomaly detection?)
A) It depends on static rules to flag known threats.
B) It identifies irregularities using historical and live data.
C) It focuses completely on single-device behavior patterns.
D) It automates traffic routes based on user input.
2. (How does AI allocate network resources efficiently?)
A) By prioritizing data streams based on packet size only.
B) By consolidating all traffic into a single channel.
C) By maintaining consistent bandwidth across all devices.
D) By adapting bandwidth usage to real-time traffic needs.
3. (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?)
A) Fiber Switch
B) Unmanaged Switch
C) Managed Switch
D) PoE Switch
4. (How do firewalls enhance network security in modern infrastructures?)
A) By ensuring all devices follow dynamic configuration rules.
B) By isolating critical servers from external traffic sources.
C) By managing traffic and blocking unauthorized access.
D) By encrypting all incoming and outgoing data packets.
5. (How does AI-driven network optimization improve performance?)
A) By assigning identical bandwidth to all devices.
B) By converting all data to encrypted formats.
C) By distributing resources based on live traffic data.
D) By reducing human involvement entirely.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: C |
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