Detailed Course Outline
Introduction to AI-assisted networking with ChatGPT
- Comparing AI machine learning (ML) versus deep learning (DL)
- Understanding neural networks in deep learning algorithms
- Understanding algorithm training and optimization
- Comparing validation and overfitting
- Examining AI products and implementations in the industry
Configuring VSX, VSF, L2, and port access with AI
- VSX technology overview
- VSF stacking overview
- MSTP and loop protection
- DHCP snooping and ARP inspection
- Wired Access Control
Implementing L3 routing protocols and technologies with AI
- OSPF overview
- BGP overview
- VRF and IVRL overview
- VNBT in EVPN-VXLAN fabric
Using AI for network automation and scripting
- Explain APIs and work with REST API
- Describe and use API Tools
- Introduction to Python automation with AOS-CX and Central APIs
- Using ChatGPT to generate and troubleshoot automation scripts
- Python and ChatGPT for network configuration management
- OpenAI API Platform overview
- Describe HPE Aruba Networking, AOS-CX and OpenAI SDKs
- HPE Aruba Networking Central AI
Real-world troubleshooting and case studies with AI
- Use show commands, diagnostic tools, debug and packet capture for troubleshooting
- ChatGPT-assisted interpretation of network logs and errors
- Common troubleshooting scenarios with AI-assisted solutions
- Diagnosing VSX, VSF and L2 issues with ChatGPT
- Routing misconfiguration and convergence troubleshooting
- Debugging OSPF and BGP issues using AI-assisted insights
- Case studies of network issues and AI-driven resolutions