preparing for google's machine learning interview

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hello, in this video I share how I prepared for google's machine learning software engineer interview and the resources I found helpful :)
links to resources mentioned:
1. cracking the coding interview: tinyurl.com/6t6t5wrb
2. grokking the coding interview: www.educative.io/courses/grok...
3. leetcode: leetcode.com/
4. pramp: www.pramp.com/
5. cs229 cheatsheet: stanford.edu/~shervine/teachi...
6. cs230 cheatsheet: stanford.edu/~shervine/teachi...
7. ml systems design course: www.educative.io/courses/mach...
timestamps
0:00 - intro
0:41 - submitting application
1:34 - interview focus areas
1:44 - data structures prep
2:13 - algorithms prep
2:48 - practising coding problems
4:50 - mock interviews
5:35 - machine learning knowledge prep
6:55 - nlp prep
7:33 - ml systems design prep
8:07 - behavioral prep
9:31 - outro
#googleinterview #pramp #machinglearningsystemdesign

Опубликовано:

21 май 2024

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Комментарии : 171

@eniolaa 2 года назад

links to resources mentioned: 1. cracking the coding interview: tinyurl.com/6t6t5wrb 2. grokking the coding interview: www.educative.io/courses/grokking-the-coding-interview 3. leetcode: leetcode.com/ 4. pramp: www.pramp.com/ 5. cs229 cheatsheet: stanford.edu/~shervine/teaching/cs-229/ 6. cs230 cheatsheet: stanford.edu/~shervine/teaching/cs-230/ 7. ml systems design course: www.educative.io/courses/machine-learning-system-design timestamps 0:00 - intro 0:41 - submitting application 1:34 - interview focus areas 1:44 - data structures prep 2:13 - algorithms prep 2:48 - practising coding problems 4:50 - mock interviews 5:35 - machine learning knowledge prep 6:55 - nlp prep 7:33 - ml systems design prep 8:07 - behavioral prep 9:31 - outro

@wiltorianmitchell7744 2 года назад

Hmm…I don’t understand you accent

@slhermit 2 года назад

How long you prepared like this?

@eniolaa 2 года назад

@@slhermit around a month

@aljebraschool 8 месяцев назад

@@wiltorianmitchell7744That's Nigerian accent ! 😊

@ChristopherPironti 2 года назад

Thank you Eniola for your great content and for sharing your experience! And congratulations on landing your dream job! Keep up the good work ☺☺

@benfliu 10 месяцев назад

amazing video! thank you so much for sharing your story and giving us prospective ml engineers a clear idea of what a successful prep and learning process looks like. your generosity means the world eniola, wishing you the best!

@siddharthachakraborty5046 2 года назад

Thanks for sharing all the details.. This is one of the best videos that I've seen on how prepare oneself for technical interviews!! :)

@newcrossflightz Год назад

You are role model and inspiration for us! Thank you

@abhijeetsharma3580 2 месяца назад

Wonderful video! All information presented was very useful and relevant. Most other videos go off on a tangent or beat around the bush and ultimately don't have much to offer. I usually don't comment on videos but this one deserved it😊

@dbjenjoy4207 Год назад

Thank you for sharing this precious preparation package! Incredibly useful for me!

@sanyab6322 2 года назад

Thank you so much for sharing. I can't believe it took you one month. That's really impressive. ❤️

@jhawthorne689 3 месяца назад

one month haha that’s insane

@tuckieteddy Год назад

Thank you so much for this Enlolaa!!! Super useful.

@funmilayooladimeji1651 2 года назад

Thanks so much being a light an instrument of success to my coming interview. The content are useful in all field. I am proud of you love

@harish.bhuvanachandar 9 месяцев назад

This is not an easy thing. Congratulations. I could feel all the hard work you put into this.

@readcoderepeat 2 года назад

A month for all these prep is sounds unreal! Congratulations! I have around 3.5 months and I do not think I have time to go through all 😂

@devsecfranklin 2 года назад

I like the way you laid out the topics.

@jocalvo 2 года назад

Thanks a lot for sharing your experience! It is incredibly useful for me:)

@gideonogunbanjo8161 9 месяцев назад

Thanks a lot for this resource Eniola.

@thierrykas1528 Год назад

Amazing, you did an incredible jo....Thanks for sharing!

@TheRobsonQuaresma Месяц назад

Thank you very much for sharing your experience. You gave me some insights ❤

@mr.mountaingoat6505 Год назад

Thanks for sharing this video. Very detailed and great info.

@mounikak2039 2 месяца назад

Thank you so much.... this gave me a lot of confidence for my preparation.

@japanviaharis 2 месяца назад

Amazing video. All steps explained in a very concise way. 👏 Thanks

@AmaraAnigbo 2 года назад

such a great video! love the setup btw

@eniolaa 2 года назад

Thanks you Amara! Really appreciate your comment.

@BradleyAidanJohnson 3 месяца назад

Very inspiring. Thank you!

@bolarinwaoreoluwa5268 Год назад

Hii eniola... I'm almost done watching all your videos!!!!😂😂..... My New favorite machine learning tech channel!!!!

@chrisogonas 3 месяца назад

Excellent tips! Thanks

@vishal26aug 2 года назад

Very informative video. I am also having an interview coming month.Thanks for sharing.

@nafilal-alawi4911 Год назад

Thanks for the resources

@abdulazeezshaibu4331 6 месяцев назад

Thank you for sharing your knowledge

@akshaygoel2184 2 года назад

Really amazing content! Thank you

@ronifintech9434 2 года назад

Thanks for sharing! really amazing! What level did you apply for? How long did it take you to prepare?

@kaushiksamant2584 2 года назад

Hey Eniolaa, Thank a lot for sharing your experience about the interview process along with the materials you referred to. It is awesome ! May I know how much time you took to go through all the materials you mentioned, as the tuff part i believe is the DATA STRUCTURES AND ALGORITHM (understanding and solving problems)

@dsazz801 Год назад

Thank you so much for sharing! Easy to understand and well organized 👍👍

@eniolaa Год назад

Thank you also for watching & commenting Joon :)

@user-ou7dq1bu9v Месяц назад

Amazing content. Thanks for sharing.

@hargunsuri 2 года назад

Very nice video, your preperation was very methodically

@olavendermoon Год назад

Well done and thank you! 🎉

@sallyeasterbrook7372 2 года назад

I am real proud of you Eniola 👏

@eniolaa 2 года назад

thanks aunty sally :)

@aliszafar1 2 года назад

Very detailed & well explained.

@Amapramaadhy 2 года назад

Inspiring work ethics. Thank you for sharing the knowledge.

@eniolaa 2 года назад

Glad you enjoyed it!

@DlVirgin 2 года назад

very comprehensive and helpful eniola. for ML-SWE roles (a opposed to general SWE roles) do you think being able to solve Leetcode Mediums is good enough? how many leetcode problems did you do and what was the split (easy/medium/hard)?

@keshavunni1337 Год назад

Thanks for sharing. Would love to see a video on a basic level what is the kind of work that an ML enginner does at Google

@dinushachathuranga7657 2 месяца назад

Thanks a lot for the details

@vt_554 2 года назад

Thank you so much for this video.. This just gave me a boost of confidence.! God bless ❤️

@eniolaa 2 года назад

I'm really glad you found the video useful Varsha. God bless you too!

@p.v.chaitanya655 2 года назад

That's really impressive.

@AhmedEmamAI1 11 месяцев назад

Thank you so much for sharing

@mohamadhasanzeinali3674 Год назад

Great video. Thanks

@polarbear986 Год назад

Thank you so much!

@ankitbanerjee268 3 месяца назад

This was really helpful Thanks!

@rozay4033 2 года назад

Congrats ! Very helpful

@eniolaa 2 года назад

thank you Zay!

@Bookerer 2 года назад

Hello! not sure if anyone told you this but i think you did an insane job with your preparation! how long did it take you to finish your preparation from start to finish? i am super in awe of how you managed to squeeze time out for preparation. did you even have time for anything else after studying? 😢

@deekshachilukuri1902 Месяц назад

Thank you so much for sharing❤

@eniolaa Месяц назад

thank you for your support Deeksha, i really appreciate you 🤍

@sebastianrobi Год назад

Thank you eniolaa, it is very helpful noted all points mentioned in the videos. I wanted to ask you what are the other options/areas of expertise in ML we have? as you mentioned your area of expertise is NLP. Thank you.😇

@fd4002 2 года назад

Loved this video so inspiring 😭

@eniolaa 2 года назад

Glad you liked it!!

@davidakinmade3523 2 года назад

Would also be nice if you did a video discussing the questions you encountered during the actual interview, and the the way you approached the more worded ones. Also, loved the white/off-white aesthetic of the background

@eniolaa 2 года назад

great idea david, while i can't share the exact questions i got asked i can do a video discussing similar problems and my approach to solving them. and thanks for noticing the aesthetic!

@davidakinmade3523 2 года назад

@@eniolaa I’d be looking forward to that then. Thanks 👍🏿

@peddaboinatribhuvan7749 2 года назад

Thankyou Very much mam. You are an Inspiration. You kept your Preparation simple and Consistent. Will surely take the lessons from your Video.Subscribed:)

@eniolaa 2 года назад

Thanks a lot

@quizkallie Год назад

Great, great, great video.

@jaychawla9177 2 года назад

Very helpful video. Keep making this kind of videos. Just one question, what was the questions on previous job experience?

@bihanbanerjee Год назад

Thanks a ton 😁

@dippedindarkhoneydrops 2 года назад

You are amazing m. Your video is very helpful. Did you have any projects or previous experience

@peterobiugonna8950 3 месяца назад

Great Eniola. I enjoyed your yt videos.

@eniolaa 3 месяца назад

thank you peter :)

@karnaghose4784 Год назад

It's a very informative video, Ma'am

@kartikpodugu 11 месяцев назад

information provided is very helpful. looks like preparation is a very long process.

@AlamgirHossain-mk3zk Месяц назад

Realy great Content ❤️🫰

@barak363363 Год назад

Great video!

@grownup3753 2 года назад

What a video. Kudos to you. I am also preparing to get into the field of machine learning and after watching your video my heart is saying to me just follow the same steps and you will surely be able to ge a good job. So i am also going to follow the same path as you. Just one thing wanted to ask. What is your qualification and how much time it took you to go through all the process you mentioned in video. Also mention how many hours of study you put daily

@MrBaunty 10 месяцев назад

Hi, nice video :) Where did you learn to write the ML Models from scratch? Did you have some website for that or a guide? This would really help me.

@CresentX Год назад

Thanks for sharing your journey with us, @eniolaa.

@chessplayer0106 2 года назад

Today I learned that the google ML SWE interview is fierce

@quantadotonium3654 2 года назад

Good job!

@oneforallah 2 года назад

THANKS FOR SHARING YOUR OPINIONS AND ADVICE !

@eniolaa 2 года назад

My pleasure!!

@oneforallah 2 года назад

@@eniolaa hey may I ask u something, if I am preparing for a data Scientist / MLE role with 1 year experience (not at Google though I'm too green for that rn) will going through 100 leetcode problems be more than enough ? I mean is 2 months adequate for crunching both DSA and ML theory.

@eniolaa 2 года назад

@@oneforallah i think 2 months of consistent practise should be enough to cover both areas.

@oneforallah 2 года назад

@@eniolaa thanks for that info, so onto prep I go ! 👌

@Data_Dr16 2 года назад

We would also appreciate if you can make a video on a day in your life as machine learning engineer both at home and in the office

@eniolaa 2 года назад

Thanks for the suggestion gbenga. i'[ll make a video on that soon!

@Mal-wk3uq 2 года назад

very informative, how many months did it take you to prepare for the interview ?

@luanabarros6242 3 месяца назад

Amazing!! Very difficult to learn all those things 😢😂

@sushantapanda4589 Год назад

Very Nice & Crisp Presentation. How you prepare the ML Algo to write from the scratch in Python ? Any Reference or sites which helps ?

@mindsetnuggets 2 года назад

Congratulations Eniola. I failed last year. I'll be trying again this year. Thank you for sharing

@eniolaa 2 года назад

hope you crush it this time around!

@joyceawesome1705 Год назад

@@eniolaa Thank you. I am going again next month.

@oyinkanalese99 2 года назад

Good one 👏

@eniolaa 2 года назад

Thanks Oyinkan :*

@jessehe9286 Год назад

Great Video, thanks for the tips! What resources did you use to learn about the basic data structures and algorithms, before reading Cracking the Coding Interview?

@eniolaa Год назад

Thank you Jesse :) I can't remember the course I personally used to learn the basics but a great resource recommended by @Bukola1 is UC Berkeley Data Structures Course (inst.eecs.berkeley.edu/~cs61b/fa19/) for DS and Algorithms 4th ed by Sedgwick & The Algorithm Design Manual by Skiena for algorithms

@nanyideng 3 месяца назад

wonderful wonderful content. I am wondering how does it takes you to prepare these? could you share your timeline. Also, I know you studied for another engineering degree in college. Wondering from there, how long does it take to prep and land your first MLE job?

@paulorod13 2 года назад

Amazing video, thank you for sharing! How long did it take you to prepare?

@eniolaa 2 года назад

Thank you so much Paulo! I had a month to prepare.

@joyceawesome1705 Год назад

@@eniolaa Wow. That's intense.

@lilpie7984 Год назад

How long did it take for u to prepare all of these tech interview?? and what sources did u use to learn data structures and algorithms concepts?

@nifemibamgbose71 2 года назад

Subscribed !

@eniolaa 2 года назад

really appreciate it Nifemi

@nature_through_my_lens 2 года назад

Which programming language did you choose for Data Structures and Algorithms?

@Garentei Год назад

I'm a SWE new grad but would like to be a ML Engineer. Would you recommend to study a master's to gain the ML knowledge needed (I already have all the SWE knowledge needed to pass interviews)?

@devendra8852 2 года назад

Very informative. Subscribed. Did you face any SQL related questions also in interview?

@eniolaa 2 года назад

Thanks a lot Devendra! I didn't have any SQL related interviews but i assume it does get asked in some other database focused SWE interviews.

@convolutionalnn2582 2 года назад

Can you make video on how to Machine Learning interview goes on Google? What the difference with normal software Engineer

@ge_song5 9 месяцев назад

@eniolaa is it necessary to be able to write the common ml algorithms from scratch?

@travisrocks21 Год назад

I love this video so much! Please post more! If possible could I get in contact with you?

@NirmalSilwal Год назад

hi, new subscriber in the channel :)

@eniolaa Год назад

Hello Nirmal and thank you 😊

@mr.intuition 8 месяцев назад

Just wanted to ask does DSA and Algorithms really needed to work for ml engineer apart from ml algos

@Data_Dr16 2 года назад

Thanks Eniola. Please, how long did it take you to become a machine learning engineer from your electrical electronics course?

@eniolaa 2 года назад

it took me around 6-8 months.

@Asif-en8ei Год назад

Hey mam plz tell me where i can get that book which you are showing in the video

@adityaarya7294 Год назад

Hey can you tell me the Academic qualification for the Google ML engineer role?

@jocalvo 2 года назад

Eniola, I have a question for you.. which interview style is the ML interview? Is it like going through an ML problem and solve it by code? Or is it more like code an ML model from scratch? Or is it more conceptual? Is it like 45 mins similar to the code Int? Thanks! 😊

@eniolaa 2 года назад

the ML interview format can vary and i have personally experienced all of the formats you mentioned.

@airguillo31 2 года назад

hey, would you be able to do a mock up ML interview with me?

@29ibrahimsayed95 Год назад

Dear Lady you are extremely beautiful, helpful and informative .... i appreciate for sharing so much information related to this field i had a doubt do we need strong mathematics knowledge to work and crack interview in machine learning field .... well mathematics like linear algebra, statistics and probability?

@zahrashekarchi6139 Год назад

Should we expect coding for the ML interview?

@DecafDave 2 года назад

I just practiced coding up logistic regression from scratch (with numpy and pandas). Are you expected to know the gradient descent equation from memory? Thanks for the informative video.

@eniolaa 2 года назад

yes you should be able to code up the equations that compute gradients and updates the parameters.