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Leveraging MLOps Technologies and Principles at Non-ML Companies With Andreas Malekos and Ivan Chan
· 29.03.2023 · 15:55:05 ··· MiTTwoch ⭐ 0 🎬 0
📺 neptune_ai
On this episode of MLOps Live we have Andreas Malekos and Ivan Chon-Hon Chan as our guests. Andreas and Ivan share their experience and answer your questions about leveraging MLOps technologies and principles at non-ML companies.
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
01:33 Guest introduction
03:42 What does Continuum Industries do?
07:07 How Continuum Industries is solving pathfinding problems
09:45 How is the technology applied to solve these problems?
12:01 Is there a disconnect between the computer science and engineering teams?
19:22 The most useful aspects of MLOps for Continuum Industries
22:21 The difference between traditional ML-focused testing and AI testing
27:43 Has MLOps changed the structure of the Continuum teams?
30:41 Examples of MLOps practices in the development lifecycle
33:36 Communication between the AI team and the computer science team
36:45 The process of choosing the right MLOps tools
40:44 Monitoring models and services that Continuum has deployed
And more!
Learn more about Andreas and Ivan:
Andreas's LinkedIn: https://buff.ly/3lW3dEH
Ivan's LinkedIn: https://buff.ly/40H6tCL
Episode Resources:
Continuum Industries: https://buff.ly/3G12ysA
Hyp-ED: https://buff.ly/40JHGOt
Study of physical properties and microstructure of aerogel-cement mortars for improving the fire safety of high-performance concrete linings in tunnels: https://buff.ly/3lQGGt3
Using COMSOL® for the Development of the UK’s Second Hyperloop Prototype: https://buff.ly/42O1PVg
Quantum Computing Project: https://buff.ly/40HOcFt
Follow us & stay updated:
► Linkedin: https://buff.ly/41gEjzd
► Twitter: https://buff.ly/3n2Duer
► MLOps Community: (#neptune-ai)
► Github: https://buff.ly/41leUo0
· 29.03.2023 · 15:55:05 ··· MiTTwoch
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