Google Machine Learning System Design Mock Interview

  Рет қаралды 55,293

Jay Feng

Jay Feng

Күн бұрын

Пікірлер: 39
@sachinpaul2111
@sachinpaul2111 3 жыл бұрын
I am a Senior DS in a Recommeder System role and have interviewed over 200 people for a large company. I have also failed in countless interviews myself before my current role. this is a very unsatisfactory and abstract answer with zero technical depth: do not answer like this . Go into more architectural and technical depth instead of waffling . That “solution” about scaling was complete garbage in particular
@iqjayfeng
@iqjayfeng 3 жыл бұрын
Hey Sachin! Would you like to come on the KZbin channel? We would love to have you
@sachinpaul2111
@sachinpaul2111 3 жыл бұрын
@@iqjayfeng I would definitely . Is there a way for us to DM to discuss the details?
@iqjayfeng
@iqjayfeng 3 жыл бұрын
@@sachinpaul2111 yes please email me at jay@interviewquery.com!
@hasnainmamdani4534
@hasnainmamdani4534 2 жыл бұрын
Is Sachin's video published yet?
@sachinpaul2111
@sachinpaul2111 2 жыл бұрын
@@hasnainmamdani4534 hello Hasnain, thanks for asking. I was busy with interviewing and finally ended up switching jobs. I have reached out to Jay and hopefully we can collaborate and publish this video. I am looking forward to sharing my experiences from the latest interviews as well
@TheBjjninja
@TheBjjninja 2 жыл бұрын
No mention of infrastructure, SLA response time, business success metric, A/B testing, staggered rollout guardrails, etc. He just memorized some things on how collaborative filtering, kmeans, euclidean distance work which is a sign of a lower level answer.
@kein406
@kein406 2 жыл бұрын
SNH for sure.
@DED_Search
@DED_Search 2 жыл бұрын
I honestly can’t believe how misleading this is. This is nowhere near a true machine learning system design interview.
@TacoMaster07
@TacoMaster07 Жыл бұрын
How so?
@illan731
@illan731 8 ай бұрын
Could you give questions/answers examples from a real interview?
@larigiba
@larigiba 4 жыл бұрын
Your videos really are a blessing! There aren't many ressources out there that share interview details specifically for ML systems and this really helps out; thanks! :)
@hwaakthuu
@hwaakthuu 3 жыл бұрын
no whiteboard or screenshare thats kinda odd for SD mock
@nikhilsahay895
@nikhilsahay895 3 жыл бұрын
How does this qualify as mock interview !! no structure, too much talking, sounded more like Ted Talk
@loveanimals-0197
@loveanimals-0197 3 жыл бұрын
What a load of bollocks. That guy is clearly high and knows nothing about ML.
@iqjayfeng
@iqjayfeng 4 жыл бұрын
Thanks for watching! If you want to prepare for your upcoming machine learning interview, then Interview Query has you covered! We have diverse questions to prepare for the interview and stay ahead of the curve.www.interviewquery.com/blog-machine-learning-interview-questions/
@thedanglingpointer8411
@thedanglingpointer8411 4 жыл бұрын
Hey! Great video. Can you do a ML sys design where one draws while talking.
@samhaaf
@samhaaf 2 жыл бұрын
Any idea what technique he was suggesting to map the user features and video features onto a shared, lower-dimensional space?
@DED_Search
@DED_Search 2 жыл бұрын
one way to do that is through two tower architecture.
@elhaidiabdessalam7590
@elhaidiabdessalam7590 4 жыл бұрын
Hey Jay love your content by the way seriously but you need to bring the mustache back bro that is the Leadership principle number 15. LOL
@consistentthoughts826
@consistentthoughts826 4 жыл бұрын
It hypnotises me lol
@hoanghaipham4318
@hoanghaipham4318 2 жыл бұрын
very interesting video!
@sakshamjindal6992
@sakshamjindal6992 2 жыл бұрын
Don't call such interviewers who are just here to say things casually. I understand, nobody's paying him but atleast have a whiteboard. Explain things properly.
@spire52
@spire52 4 жыл бұрын
Ty bro 🥺
@NukulSharma
@NukulSharma 2 жыл бұрын
No where near to actual recommender system platform, it’s too bookish and focusing only around basic algo, - no view on architecture was presented - not highlighted scaling algo and platform - not discussed problems like cold start, ever growing features, ab test, metrics etc
@joyceawesome1705
@joyceawesome1705 3 жыл бұрын
Great video for machine learning systems design. Can you make a video for Machine Learning Operations Engineering (MLOps) Sytems Design interview?
@tonyzhao5624
@tonyzhao5624 2 жыл бұрын
really really bad, 0 help
@grownup3753
@grownup3753 4 жыл бұрын
Hi there please help me I am too confused about what to learn to get a job as a data analyst I have around 3 month time I am a fresher in INDIA will I be able to land a job as a data analyst.
@cd-ux9ot
@cd-ux9ot 4 жыл бұрын
You can do it. This video is beyond what you will have to answer during a data analyst interview. Keep studying and reaching out to people for referrals or jobs.
@grownup3753
@grownup3753 4 жыл бұрын
@@cd-ux9ot thanks yaar
@cre700
@cre700 4 жыл бұрын
Watching this in 1.5 playback speed is better
@HirakenduDas
@HirakenduDas 3 жыл бұрын
2 > 1.5
@barrettvelker198
@barrettvelker198 2 жыл бұрын
@@HirakenduDas 2.5 > 2
@_seeker423
@_seeker423 2 жыл бұрын
@@barrettvelker198 I have watched this and suggest to ignore it and watch a better ML SD video
@Uvideo4tube
@Uvideo4tube Жыл бұрын
It’s very low quality
@dmitryhrybov8127
@dmitryhrybov8127 2 жыл бұрын
This guy looks like no idea what he is talking about, don't be fooled by his charisma.
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