Get AmbitionBox App
Faster and better experience!
AmbitionBox
Interview Questions
- Reviews
- Salaries
- Interview Questions
- About Company
- Benefits
- Jobs
- Office Photos
- Community
Add office photos
Filter interviews by
AI Variant Interview Questions and Answers
6 Interview questions
I use tools like Python, SQL, Tableau for data analysis and visualization.
Python for data cleaning and analysis
SQL for querying databases
Tableau for creating interactive visualizations
A numeric value can be treated as a text value in Microsoft Excel if it precedes with an apostrophe.
Precede the numeric value with an apostrophe (') to treat it as text.
For example, entering '123 in a cell will display as text '123 instead of the numeric value 123.
This is useful when you want to display leading zeros in a number without Excel automatically removing them.
I am proficient in Python, SQL, and R for data analysis.
Proficient in Python for data cleaning and analysis
Strong in SQL for querying databases
Experienced in R for statistical analysis and visualization
Central Limit Theorem states that the sampling distribution of the sample mean approaches a normal distribution as the sample size increases.
The theorem states that regardless of the shape of the population distribution, the sampling distribution of the sample mean will be approximately normally distributed.
It is a fundamental concept in statistics and is used in hypothesis testing and confidence intervals.
For exa...
To find the last 3 records, sort the data in descending order and select the first 3 records.
Sort the data in descending order based on the relevant field
Select the first 3 records from the sorted data
Finding the longest common subsequence in a string is a standard dynamic programming problem.
Use dynamic programming to build a 2D array to store the length of the longest common subsequence at each pair of indices.
Traverse the array to reconstruct the longest common subsequence.
Example: For strings 'ABCD' and 'ACD', the longest common subsequence is 'ACD'.
AI Variant Interview Experiences
29 interviews found
Anonymous
I applied via Recruitment Consulltant and was interviewed in Nov 2024. There were 2 interview rounds.
(1 Question)
- Q1. Explain about your eproject
Write a program to print 1 to 100 prime numbers
Intern Interview Questions asked at other Companies
Ashraf H S
I appeared for an interview in Mar 2025, where I was asked the following questions.
- Q1. What are the reasons for using deep learning in addition to traditional machine learning techniques?
- Ans.
Deep learning excels in handling complex data patterns, automating feature extraction, and improving accuracy over traditional methods.
Deep learning can automatically extract features from raw data, reducing the need for manual feature engineering. For example, in image recognition, convolutional neural networks (CNNs) can identify edges, shapes, and objects without explicit programming.
It is particularly effective for...
- Q2. What are the reasons for using the Random Forest algorithm?
- Ans.
Random Forest is a versatile and powerful ensemble learning method for classification and regression tasks.
Handles large datasets with higher dimensionality effectively.
Reduces overfitting by averaging multiple decision trees, improving model generalization.
Provides feature importance scores, helping in feature selection and understanding model behavior.
Robust to noise and outliers, making it suitable for real-world da...
Interview Preparation Tips
Data Science Intern Interview Questions asked at other Companies
Selected
I appeared for an interview in Mar 2025, where I was asked the following questions.
- Q1. Asking About Detailed Quiestion On Power Bi
- Q2. If Stakeholder ask for last minute changes in the report before apresentation How would you Handle it ?
Data Analyst Interview Questions asked at other Companies
There are 30 questions
There are 2 coding questions
(2 Questions)
- Q1. Some scenario based questions
- Q2. Some logical questions
Sdet Lead Interview Questions asked at other Companies
Nasreen Fatima
Basic Python n data analysis tools
Data analysis for basic concepts
Data Science Intern Interview Questions asked at other Companies
I applied via Campus Placement
Verbal ability,Logical reasoning
Topic:Women Empowerment
(2 Questions)
- Q1. Basic programming questions
- Q2. Basic HR questions
Java Full Stack Developer Interview Questions asked at other Companies
I applied via Naukri.com and was interviewed in Mar 2024. There was 1 interview round.
(2 Questions)
- Q1. Stats ML Supervised Unsupervised
- Q2. What is central limit theorem
- Ans.
Central Limit Theorem states that the sampling distribution of the sample mean approaches a normal distribution as the sample size increases.
The theorem states that regardless of the shape of the population distribution, the sampling distribution of the sample mean will be approximately normally distributed.
It is a fundamental concept in statistics and is used in hypothesis testing and confidence intervals.
For example,...
Data Science Interview Questions asked at other Companies
Pranav S
Selected
I appeared for an interview in Oct 2024, where I was asked the following questions.
- Q1. In box plots, what is the criterion for identifying outliers beyond the whiskers?
- Ans.
Outliers in box plots are identified as points beyond 1.5 times the interquartile range from the quartiles.
The whiskers of a box plot typically extend to 1.5 times the interquartile range (IQR) from the first and third quartiles.
Any data point beyond this range is considered an outlier.
For example, if Q1 is 10 and Q3 is 20, the IQR is 10. The whiskers extend to 10 - (1.5 * 10) = -5 and 20 + (1.5 * 10) = 25.
Thus, any po...
- Q2. What is the purpose of encoding categorical variables in machine learning?
- Ans.
Encoding categorical variables transforms non-numeric data into a numeric format for machine learning algorithms.
Machine learning algorithms require numerical input; encoding converts categories to numbers.
Common methods include One-Hot Encoding (e.g., 'Color' with values 'Red', 'Blue' becomes binary columns).
Label Encoding assigns a unique integer to each category (e.g., 'Low' = 0, 'Medium' = 1, 'High' = 2).
Prevents m...
Data Science Intern Interview Questions asked at other Companies
(1 Question)
- Q1. How did you handle clients
Trainee Business Analyst Interview Questions asked at other Companies
veenit pathe
(1 Question)
- Q1. Advanced Excel ques
Data Analyst Interview Questions asked at other Companies
Top trending discussions
AI Variant Interview FAQs
Some of the top questions asked at the AI Variant interview -
The duration of AI Variant interview process can vary, but typically it takes about less than 2 weeks to complete.
Tell us how to improve this page.
AI Variant Interviews By Designations
- AI Variant Data Analyst Interview Questions
- AI Variant Data Science Intern Interview Questions
- AI Variant Data Analyst Intern Interview Questions
- AI Variant Analyst Interview Questions
- AI Variant Intern Interview Questions
- AI Variant Software Developer Interview Questions
- AI Variant Data Science Interview Questions
- AI Variant Business Analyst Intern Interview Questions
- Show more
Interview Questions for Popular Designations
Overall Interview Experience Rating
based on 48 interview experiences
Difficulty level
Duration
Interview Questions from Similar Companies
AI Variant Reviews and Ratings
based on 268 reviews
Rating in categories
|
Data Analyst
297
salaries
|  ₹1 L/yr - ₹8 L/yr |
|
Data Analyst Intern
295
salaries
| ₹0.6 L/yr - ₹6 L/yr |
|
Data Science Intern
255
salaries
| ₹1 L/yr - ₹7 L/yr |
|
Data Scientist
98
salaries
| ₹1 L/yr - ₹5.8 L/yr |
|
Data Scientist Intern
76
salaries
| ₹1 L/yr - ₹6.7 L/yr |
TCS
Accenture
Wipro
Cognizant
- Home >
- Interviews >
- AI Variant Interview Questions
