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I applied via Recruitment Consulltant and was interviewed in Jul 2021. There were 2 interview rounds.
Feature engineering is the process of selecting and transforming relevant features from raw data to improve model performance.
Identify relevant features based on domain knowledge and data exploration
Transform features to improve their quality and relevance
Create new features by combining or extracting information from existing features
Select the most important features using feature selection techniques
Iterate the proc
I have used logistic regression and decision tree models for classification.
Logistic regression is a linear model used for binary classification.
Decision tree is a non-linear model used for multi-class classification.
Logistic regression is simple and easy to interpret while decision tree can handle non-linear relationships.
I chose these models based on the nature of the data and the problem at hand.
Tableau Dashboard actions allow users to interact with the data and visualizations by clicking on specific elements.
Dashboard actions can be used to filter data, highlight specific data points, or navigate to other dashboards.
There are four types of actions in Tableau: filter, highlight, URL, and parameter.
For example, a user can click on a bar chart to filter the data in a related table or click on a map to highlight ...
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I applied via Naukri.com and was interviewed in Aug 2020. There were 3 interview rounds.
Types of research include exploratory, descriptive, explanatory, and evaluative research.
Exploratory research aims to explore a topic and generate initial insights.
Descriptive research aims to describe characteristics of a population or phenomenon.
Explanatory research aims to establish cause-and-effect relationships.
Evaluative research aims to assess the effectiveness of a program or intervention.
Other types of researc...
I appeared for an interview in Feb 2025, where I was asked the following questions.
I follow a structured approach to API integrations, focusing on preparation, error handling, and continuous improvement.
Define integration requirements: Understand business needs and data flow. Example: Integrating a payment gateway for e-commerce.
Choose the right API: Evaluate APIs based on documentation, support, and performance. Example: Selecting between REST and SOAP APIs.
Develop a clear mapping: Create a data map...
I applied via Naukri.com and was interviewed in Jul 2021. There were 4 interview rounds.
I applied via Walk-in and was interviewed before Oct 2021. There were 4 interview rounds.
You have to describe the case study guides
I applied via Campus Placement and was interviewed in Nov 2024. There was 1 interview round.
Impact of AI in IT Industry
First round will be aptitude test
I have a strong analytical background, excellent problem-solving skills, and a proven track record of delivering actionable insights.
I have a degree in data analytics and relevant work experience
I am proficient in statistical analysis and data visualization tools such as Python, R, and Tableau
I have successfully completed projects where I identified trends and patterns in data to drive business decisions
I applied via Walk-in and was interviewed in Aug 2024. There were 2 interview rounds.
SQL Joins are used to combine rows from two or more tables based on a related column between them.
Types of SQL Joins include INNER JOIN, LEFT JOIN, RIGHT JOIN, and FULL JOIN.
INNER JOIN returns rows when there is at least one match in both tables.
LEFT JOIN returns all rows from the left table and the matched rows from the right table.
RIGHT JOIN returns all rows from the right table and the matched rows from the left tab...
Use DAX to create data modeling on inactive relationship in Power BI.
Use USERELATIONSHIP function to create an inactive relationship between two tables.
Specify the relationship between the tables and the columns to be used in the relationship.
Use CALCULATE function along with USERELATIONSHIP to perform calculations using the inactive relationship.
Duration - 60 Minutes
Topic - Advance DAX, Joints using DAX, all except all
I applied via Recruitment Consulltant and was interviewed in Oct 2023. There were 4 interview rounds.
20 min for 25 question that are related to u r profile
Yes, I have worked with MNC clients before.
I have experience working with multinational clients in my previous roles.
I have successfully managed projects for MNC clients, delivering high-quality data analysis.
I am familiar with the challenges and requirements of working with MNC clients, such as cultural differences and complex data sets.
I have collaborated with cross-functional teams to meet the specific needs of MNC ...
Assignment on Sales data to find revenue ,split column
I have completed multiple projects in the last year.
I have completed 5 projects in the last year.
One of the projects involved analyzing customer data to identify trends and patterns.
Another project focused on optimizing inventory management using data analysis techniques.
I also worked on a project that involved creating a predictive model for sales forecasting.
In addition, I collaborated on a project to analyze social ...
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