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

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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✨ 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

[amritamukherjee]

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.

[souptikdasgupta]

Thanks thanks thanks so much for this! Can't wait for the full playlist. Looking forward to the next video. This was very useful!

[mayankbhatt]

Nitish Bhai, i m telling u, apka channel ekdum se blast 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

[shekharkausalye]

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.

[surbhisrivastava]

I can binge watch this interview questions series...it is that effective.... super video.

[dikshitlenka]

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.

[tony-gxrt]

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.

[tanb]

Fantastic questions, please keep on adding more to this list, looking forward to more such videos.

[shafeequeansari]

Thank you Nitish for all your help and guidance. Waiting for next video in this play list.

[codermafia]

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. 💕💕💕💕💕💕💕💕💕💕

[raghavkothandaraman]

Extremely useful. Looking forward to more videos in this playlist.

[himanshusingh]

Bhaiya this is awesome...no one explains with this clarity

[priyaravind]

Amazing Content, Please continue doing this type of videos. They are very helpful.

[rajeshmidha]

Thank you sir for this amazing video. No one can better explain the concept the way you teach. Thanks again. Happy Navratri.

[Ajeet-Yadav-IIITD]

We must save this main at all cost!

Thank you so much Nitish😘

[intradaytrend]

I think in this series also many concept clear very elastic ways . explanation is attractive

[ketanpatil]

Thank you so much nitish.
Please make this type of interview questions more and more from scratch like u did in this video 👍

[PrinuTriesHerBest]

Thank you Nitish for all your help and guidance. I learnt a lot from campus X

[ShubhamKumar-xtvi]

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 .

[HimanshuSharma-kdom]

Your interview video help alot me, please make more videos on interview preparation its very helpfull.