AI+ Network ™
عن الدورة
Executive Summary
The AI+ Network™ certification equips professionals with foundational and advanced skills to integrate Artificial Intelligence with modern networking technologies. The course covers traditional and advanced networks, automation, security, and AI-driven performance optimization. Hands-on labs and real-world projects prepare students for leadership roles in this fast-evolving field.
Learning Objectives:
By the end of this course, participants will be able to:
Understand AI fundamentals in networking
Explore AI-driven network automation
Analyze intelligent network monitoring solutions
Implement AI for cybersecurity and threat detection
Optimize network performance using AI tools
Understand future trends in AI-powered networking
Course Outline
Module 1: Networking Foundations
Network Types: LAN, WAN, MAN, PAN
Protocols: OSI, TCP/IP, HTTP, FTP, DNS
Network Components: Routers, Switches, Hubs
Basic Security: Firewalls, VLANs, Policies
Module 2: Advanced Networking Technologies
Virtualization & Cloud: VLANs, VNETs, SDN, NFV
Emerging Architectures: 5G, Edge & Fog Computing
Routing & Switching: OSPF, BGP, Layer 3
Storage & Data Centers: SAN, NAS
Module 3: AI in Networking
AI & ML Fundamentals
Performance Optimization: Traffic Analysis, Load Balancing
Network Management & Security: Intrusion Detection, Anomaly Detection, Automation
AI Tools: TensorFlow, PyTorch
Module 4: Network Automation & Orchestration
Automation Tools: Ansible, Puppet, Chef
Orchestration Platforms: Kubernetes, OpenStack, Intent-Based Networking
Policies & Access Control: RBAC, Zero Trust, AI-driven Management
Scripting & APIs: Python, REST, NETCONF
Module 5: AI-Enhanced Network Security
Threat Detection: Malware, SIEM, AI-SOC
Secure Network Design: Zero Trust, Microsegmentation
Ethics & Compliance: AI Bias, Privacy, Regulatory
Predictive Security: Analytics & Threat Intelligence
Module 6: Practical Labs & Projects
Simulation Tools: GNS3, Cisco Packet Tracer
AI-Driven Projects: Automation, Monitoring, Predictive Maintenance
Capstone Project: AI-Powered Networks, IDS, SD-WAN Optimization
Module 7: Emerging Trends & Future Directions
AI & 5G, Smart Cities, IoT Networks
Blockchain & AI Integration
Quantum Computing in Networking
Career Paths & Certifications
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تقييمات ومراجعات الطلاب
