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What Does GPT-3 Mean For the Future of MLOps? With David Hershey
· 26.04.2023 · 10:50:34 ··· MiTTwoch ⭐ 0 🎬 0
📺 neptune_ai
On this episode of MLOps Live we have David Hershey as our guest. David shares his experience and answers your questions about GPT-3 and the future of MLOps.
MLOps Live is a biweekly Q&A show where practitioners doing ML at a reasonable scale answer questions from other ML practitioners. Every episode focused on one specific subject related to MLOps. Only the juicy bits, the things you won’t find in a company blog post.
00:00 Introduction to MLOps Live
01:31 A little bit about David’s background
04:26 What is GPT-3 all about?
06:17 What is GPT-3's impact on the MLOps field and how is it changing ML?
07:50 How can language models complement MLOps?
12:14 What are the concerns associated with building this MLOps sort of system?
17:14 How are startups and companies already leveraging these large language models (LLMs) to ship products out fast?
25:20 Is GPT-3 an opportunity or risk for MLOps practitioners?
27:24 What are the important skills MLOps practitioners should learn?
38:40 What are the MLOps principles that should be followed to make the potential of these large language models properly utilized for things built into systems?
44:21 How will generative AI models be optimized for resource constraints and enhanced performance?
46:40 What kind of industries would benefit the most from GPT-3's language generation capabilities?
And more!
Learn more about David Hershey:
David's LinkedIn: https://buff.ly/3L58Nxn
Episode Resources:
GitHub Copilot: https://buff.ly/3OxxXFq
OpenAI: https://buff.ly/2UyvKxC
PyTorch: https://buff.ly/2rvvpP6
Follow us & stay updated:
► Linkedin: https://buff.ly/41gEjzd
► Twitter: https://buff.ly/3n2Duer
► MLOps Community: (#neptune-ai)
► Github: https://buff.ly/41leUo0
· 26.04.2023 · 10:50:34 ··· MiTTwoch
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