Numpy Interview Questions and Answers:
What is numpy arrays and it’s benefits?
What is difference between numpy arrays and traditional arrays ?
How can you calculate a computational time for a python program ?
How can you generate random variables in numpy ?
How can you generate random variables with distributions in numpy ?
Pandas interview questions and answers:
What is pandas ? What is use of it ?
How to import csv files using pandas ?
What is series ?
What is Dataframe ?
What is Panel ?
How can you fill missing or null values using pandas ?
How can you fill duplicate values using pandas ?
How to use pandas for time series data ?
How to plot graphs using pandas ?
Scikitlearn interview questions and answers:
What is scikit-learn ? What is the use of it ?
How to do anomaly detection using scikitlearn ?
How would you import a decision tree classifier in sklearn?
How would you import a random forest classifier in sklearn?
How to clustering using scikit learn library function ?
What is regression metrics in scikit learn ?
What is classification metrics in scikit learn ?
What is clustering metrics in scikit learn ?
How can you do Feature selection using scikit learn ?
What is One hot encoding ?
What is label encoding ?
How can you fill missing values using scikit learn ?
What is Minmax scaler in scikit learn and advantages of it ?
How can you do Dimensional reduction using scikit learn ?
How can you do feature engineering for text ?
How can you do cross validation using scikit learn ?
Matplotlib interview questions and answers:
What is matplotlib ? What is use of it ?
How to EDA using Matplotlib ?
How many types of graphs are available in matplotlib ?
How to plot 3d graphs using matplotlib ?
What is use box plot graph ?
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