Tips/ resources on learning more in depth MLOps?
I have some experience in MLOps and was recently contacted by a recruiter from NYT. Reading the job description I had some skills, and the others I never even used before. I really want this opportunity, but want to put my best foot forward. Is there any advice on what I can use to prep on this and really do my best?
So far i discovered this repo https://github.com/visenger/awesome-mlops?tab=readme-ov-file and started to read through it. I'm also open to connecting and having sessions with any engineer with this experience.
Discussion
(2 comments)- 03 months agoTech Lead @ Robinhood, Meta, Course Hero
I don't know too much about MLE day-to-day, let alone MLOps, but my general advice when picking up a new domain is to get into building as quickly as you can. You can only learn so much reading books, taking online courses, and staying within the theory/abstract. I did a quick Google search and found this: 10 MLOps Projects Ideas for Beginners to Practice in 2024
Here's our playlist about side projects too: [Taro Top 10] Building Impressive Side Projects
- 23 months agoTech Lead/Manager at Meta, Pinterest, Kosei
For some job functions, it's less about the specific skills and more about your familiarity with the field and recent changes.
I think this is true to some extent for MLOps -- the field is so new and rapidly evolving. Having something smart to say, or having an opinion, is really impressive for a new grad. So I would:
- research what innovative work other companies
- what are the various approaches to MLOps, and what are their pros/cons
Also, looks like you're a student. That's a superpower when it comes to networking! People like to help the next generation, and you should play the "I'm a young, impressionable student card" to your advantage.
