Data Science Interview Questions | Part 1 | Machine Learning Interview Questions
Channel: CampusX
Date: 2022-03-26

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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#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