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Data Science Interview Questions
Questions Answers Views Company eMail

What data structures are available in the Pandas package in Python programming language?

WalMart,

363

What is a joke that people say about you and how would you rate the joke on a scale of 1 to 10?

Mu Sigma,

336

How to solve multi-collinearity?

Uber,

408

Count the total number of trees in United States.

Goldman Sachs,

335

Write a program to segment a long string into a group of valid words using Dictionary. The result should return false if the string cannot be segmented. Also explain about the complexity of the devised solution.

LinkedIn,

436

How can bogus Facebook accounts be detected?

Facebook,

346

How many dentists are there in US?

Facebook,

405

What motivates you to transition from academia to data science?

Insight,

326

A stranger uses a search engine to find something and you do not know anything about the person. How will you design an algorithm to determine what the stranger is looking for just after he/she types few characters in the search box?

WalMart,

422

Define standard deviation, mean, mode and median.

Mu Sigma,

448

There are 8 identical balls and only one of the ball is slightly heavier than the others. You are given a balance scale to find the heavier ball. What is the least number of times you have to use the balance scale to find the heavier ball?

Goldman Sachs,

333

What kind of product you want to build at LinkedIn?

LinkedIn,

312

How will you explain JOIN function in SQL to a 10 year old ?

Uber,

396

What is the probability of pulling a different shape or a different colour card from a deck of 52 cards?

Facebook,

318

Given 2 vectors, how will you generate a sorted vector?

LinkedIn,

329


Post New Data Science Questions

Un-Answered Questions { Data Science }

What do you understand by ensemble learning?

351


Explain the differences between univariate, bivariate and multivariate analysis?

305


why do you need to perform resampling?

348


Define some key performance indicators for the product

297


How to install the ggplot2 package?

448


What kind of product you want to build at LinkedIn?

312


What cross validation technique would you use on time series data set? Is it k-fold or loocv?

307


How to run a pycharm debugging?

422


Explain the difference between data science, machine learning and artificial intelligence?

314


What would you add to Facebook and how would you pitch it and measure its success?

374


Why L1 regularizations causes parameter sparsity whereas L2 regularization does not?

419


A dice is rolled twice, what is the probability that on the second chance it will be a 6?

333


How many big Macs does McDonald sell every year in US?

320


How can you compare a neural network that has one layer, one input and output to a logistic regression model?

294


What is meant by selection bias?

379