Linkedin senior MLE interview

Amazon
itncu

Go to company page Amazon

itncu
May 29, 2021 5 Comments

I have upcoming interview with linkedin finally!

For the ML parts i heard there are

1 ml theory
2 ml designs
3 ml overall knwoledges

Is there an website that i can prep for these?
I have been rusty on ML side since all i do for past 2yrs is just train existing model,
No research
Productionize models

Forgot a lot of things. Should i be able to write down the exact equation of KL divergence, kmean, svd etc?

Masters
3.5yoe
(Im moved to snap 2yrs ago)
Tc 270

comments

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TOP 5 Comments
  • Google / Eng
    leMeBoo

    Go to company page Google Eng

    leMeBoo
    Do proper reading before interview and read books. They can grill into very small things like random forest splitting criteria, why l1 over l2 or visa versa, how to overcome vanishing gradient problem etc..
    May 29, 2021 1
  • New
    a69z

    New

    a69z
    Read Goodfellow’s book - just part 1 and part 2 - and it should cover all that
    May 29, 2021 0
  • Amazon / R&D
    anonrobo

    Go to company page Amazon R&D

    anonrobo
    Are you MLE at Snap right now?
    May 30, 2021 0
  • New
    kjXs89

    New

    kjXs89
    Hey, DM if you’d like to practice (paid) mock interviews
    May 29, 2021 0