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Data Science Interview Questions | Part 1 | Machine Learning Interview Questions 

CampusX
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In this video, we'll explore essential questions that may come your way in a Data Science interview. Equip yourself with knowledge and insights to ace those interviews.
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💭Share your thoughts, experiences, or questions in the comments below. I love hearing from you!
✨ Hashtags✨
#DataScience #InterviewPrep #CareerTips #DataScienceInterview #JobPreparation #SimplifiedLearning #TechInterviews
⌚Time Stamps⌚
00:00 - Intro
01:47 - Decision Tree Vs Random Forest
06:18 - Why not Logistic Classification?
09:12 - What is OOB Error and how is it useful?
14:41 - What is Naive in Naive Bayes Theorem?
22:30 - What is No Free lunch theorem
25:11 - What is Semi Supervised machine learning?
31:28 - When is median more effective than mean?
52:54 - Structured vs unstructured data
59:05 - When to use deep learning in a project?
01:08:15 - What is lazy learning algorithm?
01:16:25 - Parametric vs Non Parametric Algorithms
01:32:16 - False positive vs False negative
01:42:50 - Convex vs Non Convex functions
01:53:35 - What is online machine learning
02:05:21 - Outro

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12 июн 2024

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Комментарии : 123   
@amritamukherjee4822
@amritamukherjee4822 2 года назад
The most effective videos on the most important topic of now a days. Explained in such an amazing way that it just slipped inside the brain. Thank you so much sir for your amazing guidance and friends let's share the videos as much as we can and thus spread the essence of the teaching of our honorable sir. Deep respect to to you sir. You really helped to optimize the error function of the original neural network that is inside our brain and made our journey to the global minima of the loss function so easier and the gradient descent of the brain's learning process became as simple as water. Salute to you sir.
@surbhisrivastava922
@surbhisrivastava922 2 года назад
I can binge watch this interview questions series...it is that effective.... super video.
@souptikdasgupta2062
@souptikdasgupta2062 2 года назад
Thanks thanks thanks so much for this! Can't wait for the full playlist. Looking forward to the next video. This was very useful!
@mayankbhatt1308
@mayankbhatt1308 2 года назад
Nitish Bhai, i m telling u, apka channel ekdum se blast marega.....log na jane kyu ap tak pahuch nhi rahe but ek baar jo is gali aa gya fir wo kahin or nahi jata...it will explode exponentially
@campusx-official
@campusx-official 2 года назад
Thanks Mayank bhai
@mayurgangad7651
@mayurgangad7651 Год назад
14.00 sir how can we get that 37% data to use it as a validation data???
@himanshusingh9050
@himanshusingh9050 2 года назад
Bhaiya this is awesome...no one explains with this clarity
@Ajeet-Yadav-IIITD
@Ajeet-Yadav-IIITD 2 года назад
We must save this main at all cost! Thank you so much Nitish😘
@dikshitlenka
@dikshitlenka 2 года назад
Loved the content. Very much intuitive. Explained each and every problem in depth. So thank you for making such amazing videos. Awaiting for the part-2 of this series. It would have been great if you cover Deep Learning question as well in your part 2 video.
@shekharkausalye
@shekharkausalye 2 года назад
That's very important video on the very essential topic for the interview. It was very easy to understand these questions and give us confidence. Out of core ML concept was really useful. Thank you very much for your guidelines and videos, it helps to understand complex concepts easily.
@raghavkothandaraman9281
@raghavkothandaraman9281 2 года назад
Extremely useful. Looking forward to more videos in this playlist.
@intradaytrend8422
@intradaytrend8422 2 года назад
I think in this series also many concept clear very elastic ways . explanation is toooooo attractive
@tony-gx7rt
@tony-gx7rt 2 года назад
Hii Nitish , been following your data analyst roadmap will probably complete it in next 15 days. It would be a great help if u could sapre some time for making interview question video on the analyst profile(python, SQL , tablue etc) especially python and sql. Thanks in advance.
@rishikeshbharti5064
@rishikeshbharti5064 2 года назад
+100🔥🔥
@ASHISHKUMAR-ne2vw
@ASHISHKUMAR-ne2vw 2 года назад
+💯
@tanb13
@tanb13 2 года назад
Fantastic questions, please keep on adding more to this list, looking forward to more such videos.
@rajeshmidha3406
@rajeshmidha3406 2 года назад
Thank you sir for this amazing video. No one can better explain the concept the way you teach. Thanks again. Happy Navratri.
@nikhilraj93
@nikhilraj93 2 года назад
This is the best channel for Data Science Students
@priyaravind18
@priyaravind18 2 года назад
Amazing Content, Please continue doing this type of videos. They are very helpful.
@shafeequeansari4594
@shafeequeansari4594 2 года назад
Thank you Nitish for all your help and guidance. Waiting for next video in this play list.
@RohitVerma-qo1ni
@RohitVerma-qo1ni Год назад
Nitish sir tumhara content bhot valueable hota he or mujhe lagta he isse achha content or kya ho Sakta he or koi bhi itna achhe se explain nhi karta he jitna tum karte ho sir or mujhe lagta he tumhara channel ek din you tube par bhot bda IT training centre banega..
@codermafia3441
@codermafia3441 2 года назад
Sir i just went through your old videos.Came across your "Aaj ka philosophy " videos.Very inspiring. If possible can you please upload more like this. 💕💕💕💕💕💕💕💕💕💕
@gauravshrivastav6807
@gauravshrivastav6807 2 года назад
Nitish sir, you are doing great work.
@PrinuTriesHerBest
@PrinuTriesHerBest 2 года назад
Thank you Nitish for all your help and guidance. I learnt a lot from campus X
@HimanshuSharma-kd7om
@HimanshuSharma-kd7om 2 года назад
Your interview video help alot me, please make more videos on interview preparation its very helpfull.
@sam-mv6vj
@sam-mv6vj 2 года назад
thanks sir you are covering everything and its really helpful
@Iasrupali208
@Iasrupali208 2 года назад
Thanks sir it's very informative 🥰Or bhi session leke aaiye I am waiting for next video
@ketanpatil4921
@ketanpatil4921 2 года назад
Thank you so much nitish. Please make this type of interview questions more and more from scratch like u did in this video 👍
@subodhbhartismiley
@subodhbhartismiley Год назад
This format of video is awesome. very helpfull for prepartion
@ganeshnmandape3025
@ganeshnmandape3025 2 года назад
Thank you Nitish. Very Grateful to you
@ShubhamKumar-xt3vi
@ShubhamKumar-xt3vi 2 года назад
Such a nice video for interview preparations,keep uploading these kind of videos,sir. It is really very helpful video for fresher like me to get the confidence .
@shubhamgupta09
@shubhamgupta09 Год назад
Sir Amazing explaination of concept. Continue this type series of questions. It helped me in interview alot.
@sagaryadav5360
@sagaryadav5360 7 месяцев назад
Sir u did superb work by giving such a knowledge it will really helpfull for interviews......thanks ❤
@vivek2319
@vivek2319 Год назад
Bohat detailed hai, thanks a lot yaar.
@solok4150
@solok4150 2 года назад
I will definitely comment and let you know when I get a job as a data scientist. Currently I am trying offcampus 😀
@shashankshekharraj
@shashankshekharraj Год назад
Milee ??
@elyaabbas7216
@elyaabbas7216 2 года назад
good keep it up and hope would see more from you
@thakurmohitbhadauria
@thakurmohitbhadauria Год назад
The Most Underrated YT channel... Loved the content 🔥🔥
@nehachouhan3398
@nehachouhan3398 Год назад
Great video. I found its very helpful and you have explained in a very easy way. The whole lecture is easy to understand and really thanks alot.
@ashutoshpandey1452
@ashutoshpandey1452 2 года назад
Thank you so much.. Actually I was waiting for..🤗🤗
@Mari28am
@Mari28am 8 месяцев назад
Buddy….i love the way you explain…keep it up
@siyays1868
@siyays1868 Год назад
Thanku very very much sir for working so hard. U made it awesome , useful n unique as always.
@yogeshgupta6094
@yogeshgupta6094 Год назад
Great efforts learnt a lot thank you so much sir.....
@sambitmohanty1758
@sambitmohanty1758 2 года назад
Great sir i am waiting for this
@mohitkushwaha8974
@mohitkushwaha8974 Год назад
Awesome video , pls continue the series
@bagulmahesh253
@bagulmahesh253 Год назад
Thanks for great learning
@iprasadful
@iprasadful Год назад
Thanks sir, please continue this series
@vivekvishwakarma1460
@vivekvishwakarma1460 5 месяцев назад
thanks for this effective video.
@sooryaprabhu14122
@sooryaprabhu14122 10 месяцев назад
good video keep going sir...
@ZAINABKHAN-ir7rl
@ZAINABKHAN-ir7rl 2 года назад
Please continue this playlist
@priyankagarg8999
@priyankagarg8999 9 месяцев назад
Thank you sir for sharing this information..🙂
@himanshudandle
@himanshudandle Год назад
Awesome thanks!!
@mohiychoithwani9549
@mohiychoithwani9549 Год назад
It is an Excellent video❤ and brilliant teaching. It is very helpful for interview preparation. Could you please add more such videos? And Thank you for your time and effort💫
@beyou7893
@beyou7893 Год назад
Sirji.... 🙏🙏........may you get everything u dream of...
@chalmerilexus2072
@chalmerilexus2072 2 года назад
Sir just one request. Please list out the required skill, tools in order of importance. I am damn confused. What to do and what not. I have done python, statistics, ML and Sql. Is it sufficient or should I acquire more skill?
@navinpandey1309
@navinpandey1309 2 года назад
Please don't even think of dropping the idea of making videos on interview questions It's great and no nicely explained everything
@neerajtripathy6526
@neerajtripathy6526 2 года назад
Very nice
@abhishekkumar-qi3is
@abhishekkumar-qi3is 2 года назад
superb please bring for data analyst.thanks
@abhijitanagargoje4187
@abhijitanagargoje4187 2 года назад
awesome video!!!!!!
@rushipanchal962
@rushipanchal962 2 месяца назад
Very useful add more videos on LLM and Track of ML ,AI engineer
@arfatinamdar6765
@arfatinamdar6765 Год назад
fabulous
@abhigyandatta2008
@abhigyandatta2008 2 года назад
Wish I could like this video multiple times.
@ashwinshetgaonkar6329
@ashwinshetgaonkar6329 2 года назад
overall this video was very informative for me,thanks
@IRFANSAMS
@IRFANSAMS 2 года назад
Sir, Tussi great ho!
@harshmohan8419
@harshmohan8419 2 года назад
Great sir. But please also continue Neural network. Atleast cover ANN as soon as possible....
@raj4624
@raj4624 2 года назад
siiiiuuuuuuuuuuuuu....... wonderful wonderful wonderfullll
@shashankshekharraj
@shashankshekharraj Год назад
Awesome
@MonikaSingh-nu5sg
@MonikaSingh-nu5sg 2 года назад
Thank you so much !
@mayank_072
@mayank_072 8 месяцев назад
very important topic cover👌
@mukuldevmahato9669
@mukuldevmahato9669 2 года назад
Thank you so much sir 💖
@utkarshchalsey885
@utkarshchalsey885 2 года назад
Sir, You should also create the stock forecasting projects.
@xijinping3267
@xijinping3267 2 года назад
Great 🔥🔥🔥🔥
@manujkumarjoshi9342
@manujkumarjoshi9342 9 месяцев назад
Lovely
@ashvinibhuskade6250
@ashvinibhuskade6250 2 года назад
When will the part-2 came.?.awaiting for that.
@gaganshetty1009
@gaganshetty1009 Год назад
Sir. If time permits could you do more interview question and answers or have a part 2 of this series. Thank you.
@ManojKumar-uh4ci
@ManojKumar-uh4ci 2 года назад
Thank you sir.
@pramishprakash
@pramishprakash Год назад
Thanks alot sir
@festivalvibes9601
@festivalvibes9601 7 месяцев назад
Awsome
@user-yk3ec4fl5v
@user-yk3ec4fl5v Год назад
Super 👏👏👏👍👌👌👌
@shubhamdhabale595
@shubhamdhabale595 Год назад
Please make more like this
@nik7867
@nik7867 Год назад
Nodes in DT also changes with increasing number of rows for the best separation criterion, so is linear regression - didn’t get this with context to parametric and non parametric
@gauravgaikwad5565
@gauravgaikwad5565 Год назад
thank you so much
@dasaradhamurali3099
@dasaradhamurali3099 2 года назад
Nice
@rafibasha4145
@rafibasha4145 Год назад
Pls continue this playlist and make around 1000 questons
@shreyamagre7288
@shreyamagre7288 Год назад
Good sir
@viratmani7011
@viratmani7011 2 года назад
U r my true hero😍
@sangram7153
@sangram7153 10 месяцев назад
greatttt!!
@ashwinshetgaonkar6329
@ashwinshetgaonkar6329 2 года назад
Sir for first question point 3:Although RF randomly chooses the features for individual tree ,the overall result wont be effected if an individual tree missed the important feature.
@pankajnegi9278
@pankajnegi9278 2 года назад
Thank you 🤩
@sachindubey1590
@sachindubey1590 2 года назад
Pasand aaya🤗🙌
@haseebahmad6781
@haseebahmad6781 2 года назад
Carry on
@sibaprasadnaikbehera3442
@sibaprasadnaikbehera3442 Год назад
Sir thank you for this video.I have learnt a lot.one of my doubt is cleared about online machine learning. please make a video how i can implement incremental machine learning in my project (end to end). thank you sir
@vaibhavchaudhary5571
@vaibhavchaudhary5571 Год назад
In coming days ..nitish sir you will be on top
@MohdDanish-wf3kr
@MohdDanish-wf3kr 2 года назад
Thanks sir
@chalmerilexus2072
@chalmerilexus2072 2 года назад
Thank you bhai
@Bigdreamer_vk
@Bigdreamer_vk 2 года назад
Nice surprise 😊
@killshot57
@killshot57 Год назад
Sir please continue the series.
@mr.deep.
@mr.deep. 2 года назад
Mast sir 😍😍🤩🤩🤩🤩✨✨✨
@shaikhqamar232
@shaikhqamar232 Год назад
Thank you ❤️❤️❣️❣️❣️❣️❣️❣️❣️❣️ so much
@sandipansarkar9211
@sandipansarkar9211 Год назад
finished watching
@Lucifer-wd7gh
@Lucifer-wd7gh 2 года назад
Time series analysis please 😭
@raj4624
@raj4624 2 года назад
in nitish sir we trust
@PS_nestvlogs
@PS_nestvlogs 7 месяцев назад
make some more of data science interview
@shubhamkhatri7905
@shubhamkhatri7905 Год назад
❤️
@mohdhammadkhan5570
@mohdhammadkhan5570 2 года назад
Sir are their opportunity for fresher in India in data science role?
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