528 interview questions for Data Scientist (2025)

41 votes2832 runs0 comment

31 votes1682 runs1 comment

21 votes2053 runs0 comment

Théoat Mar 28, 2022

19 votes2789 runs0 comment

18 votes1238 runs0 comment

machine learning

missing data

Martinat Apr 4, 2022

17 votes2805 runs0 comment

16 votes2772 runs0 comment

16 votes2714 runs1 comment

15 votes791 runs0 comment

Martinat Mar 14, 2022

14 votes765 runs0 comment

machine learning

deep learning

Martinat Sep 19, 2022

12 votes1864 runs0 comment

Théoat Mar 28, 2022

11 votes2741 runs0 comment

11 votes2732 runs4 comments

11 votes1203 runs0 comment

hyperparameters

Martinat Mar 15, 2022

11 votes906 runs0 comment

scikit-learn

logistic regression

10 votes2643 runs0 comment

10 votes1309 runs1 comment

9 votes2093 runs0 comment

Théoat Jan 23, 2023

9 votes1854 runs0 comment

Théoat Mar 28, 2022

9 votes1118 runs0 comment

machine learning

missing data

Martinat Apr 4, 2022

528 interview questionsfor Data Scientist (2025)

Test your technical skills before an interview of Data Scientist with 528 corrected questions. Beginner, Intermediate or Expert level.

528 interview questionsfor Data Scientist (2025)

Test your technical skills before an interview of Data Scientist with 528 corrected questions. Beginner, Intermediate or Expert level.

Write a SQL query to retrieve the list of employees with a salary greater than 5100.

Write a Python function that returns the factorial of a number.

Write a Python function that prints the elements of a list.

Select only distinct values in a column using SQL

How to handle missing data in a given training data set ?

Write a SQL query to insert data into a table

Which SQL keyword is used to sort the result of a SELECT statement?

Update a column in an SQL table

What is the missing word in the following sentence: Overfitting is the production of a model that corresponds too closely to the training data set and may therefore fail to fit other data sets and so fail to perform any reliable forecast.

What is the relation between Artificial intelligence (AI), machine learning and deep learning?

Use the zip() function to iterate over two lists in parallel.

How to delete an SQL table?

Write the SQL query to delete a column from a table

The validation set is used to provide frequent and unbiased evaluations of the model’s fit on the training set while tuning its hyperparameters/parameters: in other words,the model is found and then tested on the validation set before to be improved once again.

What is the value of the decision threshold used with logistic regression in Scikit-learn?

Write a SQL query to retrieve the products with a price less than 1000 and sort the results in descending order of price.

Write a SQL query to retrieve the titles of books written by 'John Smith'.

Start a HTTP server from the CLI with python

What type is `function_a` in the following code ?

How to handle missing data in a given training data set ?