Dexa/This Week in ML & AI

Published Nov 18, 2024

AI for Network Management with Shirley Wu - 710

Shirley Wu delves into the transformative role of AI and machine learning in revolutionizing network management at Juniper Networks, highlighting advances in anomaly detection, AI-driven diagnostics, and specialized ML models to enhance performance and user experience.

Episode Highlights

Topics covered

Questions from this episode

- Can you give more examples of large language model applications in relation to the episode Stephen Wolfram: ChatGPT and the Nature of Truth, Reality & Computation | Lex Fridman Podcast #376 and the clip Computational Language Insights?
  Asked by 54 people
- How is machine learning evolving?
  Asked by 35 people
- What are some applications of language models?
  Asked by 29 people
- How do you leverage different models in machine learning?
  Asked by 28 people
- What techniques are used with large language models (LLMs)?
  Asked by 24 people
- Tell me something unique about large language models
  Asked by 21 people
- Do you use retrieval-augmented generation (RAG) or a chatbot?
  Asked by 17 people
- What kind of products or apps will you see that combine large language models (LLMs) for software engineering?
  Asked by 13 people
- What is the best insight on prompt engineering and engaging large language models (LLMs)?
  Asked by 12 people
- What are the ways to deploy AI models?
  Asked by 6 people
- What was the biggest innovation that Perplexity achieved using large language models?
  Asked by 5 people
- How can anomaly detection data work be done on a massive scale?
  Asked by 3 people
- Can you give more examples of large language model applications?
  Asked by 3 people
- How effective are current models in machine learning?
  Asked by 3 people
- What are the most recent developments and trends in AI, large language models (LLMs), retrieval-augmented generation (RAG), etc.?
  Asked by 1 person

Episode Highlights

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