AI/ML in Networking: The Good, the Bad and the Ugly

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This webinar explores tangible use cases for Artificial Intelligence (AI) and Machine Learning (ML) in networking, and evaluates the good parts of AI/ML and the opportunities it brings. It also points out the (sometimes not so nice) reality, the bad aspects and the most ugly ones, giving you tools and decision points to help you explore the applicability of AI/ML in your context.

Last modified on 2024-01-07 (release notes)

Materials
Roadmap

AI/ML in Networking: The Good, the Bad and the Ugly

50:19 Introduction
Introduction	9:11	2021-06-30
Machine Learning 101	12:40	2021-06-30
Machine Learning Techniques	21:41	2021-06-30
Roles in a ML Project	6:47	2021-06-30
35:34 AI and ML in Networking
Networking-Related Use Cases (The Good)	12:29	2021-06-30
The Long Tail of Problems (The Bad)	8:37	2021-06-30
The Ugly Challenges	14:28	2021-06-30
1:44:58 Large Language Models
Language Models in AI/ML Landscape	20:54	2023-10-27
Language Model Basics	12:06	2023-10-27
How Large Language Models (LLM) Work	19:50	2023-10-27
LLM Use Cases and Infrastructure Considerations	14:33	2023-10-27
LLM-Powered Autonomous Agents	19:56	2023-10-27
What's In It For You?	5:27	2023-10-27
LLM: Questions and Answers	12:12	2023-10-27
17:53 Summary
Takeaways	6:56	2021-06-30
Questions and Answers	10:57	2021-06-30
Slide Decks
AI and ML in Networking	2.0M	2021-05-08
Large Language Models	7.7M	2023-09-20