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Kapture CX Data Scientist Interview Questions and Answers
Kapture CX Data Scientist Interview Experiences
1 interview found
Pavan Kumar
I applied via Recruitment Consulltant and was interviewed in Jul 2024. There was 1 interview round.
(2 Questions)
- Q1. What are the evaluation metrics for classification problem
- Ans.
Evaluation metrics for classification problems
Accuracy: measures the proportion of correctly classified instances
Precision: measures the proportion of true positive predictions among all positive predictions
Recall: measures the proportion of true positive predictions among all actual positive instances
F1 Score: harmonic mean of precision and recall, balances between precision and recall
ROC-AUC: Receiver Operating Chara...
- Q2. How do you evaluate the llms
- Ans.
I evaluate the llms by analyzing the data, building models, testing them, and iterating for improvement.
Analyze the data to understand patterns and relationships
Build predictive models using machine learning algorithms
Test the models using validation techniques like cross-validation
Iterate on the models based on performance metrics and feedback
Skills evaluated in this interview
Top trending discussions
Interview questions from similar companies
Selected
I applied via Referral and was interviewed in Aug 2024. There were 3 interview rounds.
Good communication skills
Understanding topics
(2 Questions)
- Q1. Why you are good fit the job?
- Ans.
I have a strong background in data analysis, with experience in utilizing various tools and techniques to derive insights from data.
Extensive experience in data analysis
Proficient in using tools like SQL, Python, and Tableau
Strong problem-solving skills
Ability to communicate complex findings to non-technical stakeholders
- Q2. What is the salary expectation?
- Ans.
Salary expectations are based on experience, skills, location, and industry standards.
Consider factors like your experience, skills, education, location, and the industry norms when determining your salary expectation.
Research the average salary range for Data Analysts in your area and industry to have a realistic expectation.
Be prepared to negotiate based on the job responsibilities and benefits offered by the employe
Interview Preparation Tips
(2 Questions)
- Q1. Introduce Yourself
- Ans.
I am a data analyst with a background in statistics and experience in analyzing large datasets to drive business decisions.
Graduated with a degree in Statistics
Proficient in data analysis tools such as Python, R, and SQL
Experience in creating visualizations to communicate insights
Strong problem-solving skills
- Q2. Skills you have
Selected
I applied via Approached by Company and was interviewed before Jan 2022. There were 3 interview rounds.
(4 Questions)
- Q1. Technical skills required. Some questions of programming languages are asked.
- Q2. What are the SQL command groups?
- Ans.
SQL command groups are DDL, DML, DCL, and TCL.
DDL (Data Definition Language) - used to define database schema and structure
DML (Data Manipulation Language) - used to manipulate data stored in the database
DCL (Data Control Language) - used to control access to data stored in the database
TCL (Transaction Control Language) - used to manage transactions in the database
Examples: CREATE, ALTER, DROP (DDL); SELECT, INSERT, UP...
- Q3. Explain Object Oriented Programming in Python?
- Ans.
Object Oriented Programming is a programming paradigm that uses objects to represent real-world entities.
Python supports OOP concepts such as encapsulation, inheritance, and polymorphism.
Classes are used to create objects, which have attributes and methods.
Inheritance allows for the creation of subclasses that inherit properties and methods from a parent class.
Polymorphism allows for the use of a single method or funct...
- Q4. VLookup, Hlookup, Pivot Table in Excel
You will be asked to share the screen and write the codes as asked.
Interview Preparation Tips
Work environment is fantastic..
Skills evaluated in this interview
Selected
I applied via Walk-in and was interviewed before Aug 2023. There were 2 interview rounds.
It was deciphering spoken language to subtitle for a complicated accented show
(2 Questions)
- Q1. Why do you want to work here?
- Ans.
I am passionate about the company's mission and values, and I believe my skills and experience align well with the opportunities here.
Passionate about company's mission and values
Skills and experience align well with opportunities
Excited about potential for growth and development
- Q2. What are you passionate about that made you apply for this job?
- Ans.
I am passionate about using data analysis to drive business decisions and improve processes.
I have always been fascinated by the power of data to uncover insights and drive strategic decision-making.
I enjoy working with large datasets and using statistical tools to extract meaningful information.
I believe that data-driven decision-making is crucial for businesses to stay competitive in today's market.
For example, in my...
Interview Preparation Tips
Data Scientist Interview Questions & Answers
Sravathi AI Technology
Jahnavi Innamuri
posted on 8 Oct 2024
(1 Question)
- Q1. The Interviewer displayed a block of Deep Learning code and asked me to explain it
Data Scientist Interview Questions & Answers
Valkyrie People Consulting
Anonymous
posted on 8 Oct 2024
(2 Questions)
- Q1. Tell me about yourself
- Ans.
I am a data scientist with a background in statistics and machine learning, passionate about solving complex problems using data-driven approaches.
Background in statistics and machine learning
Experience in analyzing large datasets
Skilled in programming languages like Python and R
Strong problem-solving skills
Passionate about leveraging data to drive insights and decision-making
- Q2. Why consulting?
- Ans.
Consulting allows me to work on a variety of projects, industries, and challenges, providing valuable experience and exposure.
Opportunity to work on diverse projects and industries
Exposure to different challenges and problem-solving scenarios
Ability to apply expertise in various contexts
Opportunity to collaborate with different teams and clients
I applied via Approached by Company and was interviewed in Jan 2022. There were 2 interview rounds.
Test was conducted on skills like Advanced excel, MySQL, Analytical skills and understanding of business domain. The test was time bound and with camera on.
(1 Question)
- Q1. They questions on projects done by me and my past relevant experience. Also, they asked technical questions regarding Python, MySQL, Tableau, Advanced Excel and also tried to understand why am I changing t...
Interview Preparation Tips
- Python
- MySQL
- Machine Learning
- R (Programming language)
- Advanced Excel
- Linear Regression
- Logistic Regression
- Clustering Algorithm
- Statistical Data Analysis
(1 Question)
- Q1. Questions on Statistics and Deep Learninh
Interview Preparation Tips
Selected
I applied via Walk-in and was interviewed before Feb 2022. There was 1 interview round.
(2 Questions)
- Q1. Tell me about yourself
- Q2. Tell me 3 strengths and 3 weaknesses
Interview Preparation Tips
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Kapture CX Data Scientist Interview Process
based on 1 interview
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