Clock
Test duration:
60
min
Notes
No. of questions:
23
Tie
Level of experience:
Entry/Mid/Senior

Data Scientist with Python Test

Python data science coding test is for recruiters and hiring managers to assess a data scientist's Python skills. Our Python data science coding test helps many enterprises to identify the right fit candidates and reduce time-to-hire by 40% and hiring costs by 45%.

12345
+
Candidates
Assessed
123
+
Organizations Served
Fujitsu
Paypal
Capgemini
Deloitte
Coupa
UN Logo
Vanguard
EY Logo
About

Data Scientist with Python Test

Data science experts have continued with their increasing development in Python for data analysis. This process mostly includes learning the Python fundamentals in the data science domain along with learning a few Python data science libraries, for example, NumPy, Pandas, Matplotlib, Scikit-Learn, etc.

During this process, building a portfolio is also important, i.e., adapting Data Cleansing Projects, Data Visualization Projects, Machine Learning Projects, etc. Hence, Python is used at every step in the data science process. For e.g., data scientists can use Python and Panda’s library to clean and sort the data into a data frame (table), which is ready for analysis, exploring, and visualizing the data.

Python data science coding test helps tech recruiters and hiring managers to assess candidates’ data science with Python skills. Data scientist with Python technical test is designed by experienced Subject Matter Experts (SMEs) to evaluate and hire data scientists with Python as per the industry standards.

Use iMocha's assessment to hire skill fit, remove bias, and save money!
Book a demo
How it works

Test Summary

Python Data Science coding test helps to screen the candidates who possess traits as follows:

  • Good experience in Python languages and their libraries like NumPy, Panda, etc.
  • Knowledge of data mining and data visualization techniques
  • Strong knowledge of data wrangling, analysis, and sorting of data in Data Science
  • Understanding of regression algorithms and techniques
  • Knowledge of SQLite concepts

Data scientist with Python test has a powerful reporting feature that will help you get an instant result and share this result with your recruiting team. You can use a ready-to-use assessment or ask us to custom-make the skills assessment as per your job description.


Data science with Python tests may contain MCQs (Multiple Choice Questions), MCQs (Multiple Answer Questions), Fill in the Blanks, Whiteboard Questions, Audio / Video Questions, AI-LogicBox (AI-based Pseudo-Coding Platform), Coding Simulators, True or False Questions, etc.

Test Duration
60
No. of Questions
23
Level of Expertise
Entry/Mid/Senior
Useful for hiring
  • Data Scientist using Python
  • Python Data Analyst
  • Python Developer
  • Machine Learning Developer
Topics Covered
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Heading

This is some text inside of a div block.
Shuffle

Python and Libraries

Our Python data science test assesses a candidate's ability to work on Python and also checks knowledge of libraries.

SQLite

The Python coding test for data science checks proficiency in SQLite coding to understand a candidate's knowledge of handling data.
Shuffle

Shuffle

Shuffle

Shuffle

Sample Question
Choose from our 100,000+ questions library or add your own questions to make powerful custom tests.

Question types :

Multiple Option

Topic:

Difficulty:

Hard


Q 1. You have been asked to train « Naive Bayes model for spam detection dataset

Using Python command, what wil you add in the given code at XXXX to deciore, it and train your modal for the given dataset?

import numpy os np

X= nporroyll 3. 2b[1 21 [2.21.[3,21)
Y= nporray(fi.a,a.1))

XXXX

from skinamnaive_bayas import

Gaussianna

otf = Gaussianne()

ceataie(x ¥)

from skinamnaive_bayas import

Gaussianna

otf = Gaussianne()

ceataie(x ¥)

from skinamnaive_bayas import

Gaussianna

otf = Gaussianne()

ceataie(x ¥)

from skinamnaive_bayas import

Gaussianna

otf = Gaussianne()

ceataie(x ¥)

Question types :

Multiple Option

Topic:

Machine teaming

Difficulty:

Hard


Q 1. Q2 Lets assume that you have 6 Pandas DataFrome(af) in the below tole.

Index Code Open High
0 AAPL 19877 70074
1 AAPL 19877 70074
2 AAPL 19877 70074
3 AAPL 19877 70074
4 AAPL 19877 70074

When the following commend is executed, what hoppens to the DatoFrome?

df= defiinat()
Y= nporray(fi.a,a.1))

Index Code Open High
0 AAPL 19877 70074
1 AAPL 19877 70074
2 AAPL 19877 70074
3 AAPL 19877 70074
4 AAPL 19877 70074
Index Code Open High
0 AAPL 19877 70074
1 AAPL 19877 70074
2 AAPL 19877 70074
3 AAPL 19877 70074
4 AAPL 19877 70074
it gives an error becouse of the third row which has on empty string.
None of these

Question types :

Multiple Option

Topic:

Matplotlib

Difficulty:

Hard

Question:

You are trying to plot a bar chart on a polar axis with given colors for every bar. You want to set the intensity of colors to 0.5. Which of the following is the correct way to do so?
Refer to the given sample bar chart on the polar axis with a color intensity of 0.5.


Bar chart image


Options

  • polar_bar(theta, radii, width=width, color=colors, alpha=0.5)
  • bar(theta, radii, width=width, color=colors, alpha=0.5)
  • bar(theta, radii, width=width, color=colors, intensity=0.5)
  • polar_bar(theta, radii, width=width, color=colors, intensity=0.5)
A helicopter view of the employee's progress
View Full Report
Test Report
Hire job-fit candidates using this test now!
Schedule a demo
You can customize this test by
IMocha Logo

Setting the difficulty level of the test

Choose easy, medium, or tricky questions from our skill libraries to assess candidates of different experience levels.
Expand

Combining multiple skills into one test

Add multiple skills in a single test to create an effective assessment and assess multiple skills together.
Add New

Adding your own
questions to the test

Add, edit, or bulk upload your coding, MCQ, and whiteboard questions.
Edit

Requesting a tailor-made test

Receive a tailored assessment created by our subject matter experts to ensure adequate screening.

Build your dream team

Book a demo
ADP
Now my team of 25 recruiters has adopted this measure and it has done wonders for our clients. Thanks to the Customer Success Team of iMocha. They have shared the best practices of quick test creation and also helped us in training all our recruiters for various functionalities of the tool.
Client

Vipin Sharma,

Mobile Programming
FAQ
What is Data Science?
Down Arrow Circle

.NET Design Pattern test helps recruiters to evaluate candidates' ability to work on GOF Decorator Design Pattern to solve recurring design problems and design flexible and reusable object-oriented software

Why use iMocha’s online data science test?
Down Arrow Circle

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.

What are the key skills that recruiter should look for while hiring a Data Scientist?
Down Arrow Circle

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.

What are few interview questions that recruiter/hiring manager should ask while hiring a data scientist?
Down Arrow Circle

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.

How do you assess the data scientists?
Down Arrow Circle

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.

No items found.