Learn how artificial intelligence and machine learning can revolutionize network troubleshooting in this 34-minute conference talk from Cisco's Frank Brockners. Discover practical applications of AI/ML techniques for analyzing telemetry data and expediting network issue diagnosis, moving away from time-consuming manual processes. Explore various AI/ML methodologies specifically suited for network data analysis, including large language models, while understanding their effectiveness across different diagnostic phases from problem identification to resolution. Through real-world telemetry data examples, gain insights into the strengths and limitations of different AI/ML technologies in network diagnostics, enabling more efficient and automated troubleshooting approaches.