Alshaya Group Senior Business Analyst Interview Questions and Answers

Developed a Btech project on automated attendance system using facial recognition.

• Developed a software application to automate the attendance process in educational institutions.

• Implemented facial recognition technology to identify and mark attendance of students.

• Used machine learning algorithms to train the system for accurate recognition.

• Integrated the application with a database to store attendance records.

• Provided ...read more

Code Pascal's Triangle

• Pascal's Triangle is a triangular array of binomial coefficients

• Each number is the sum of the two numbers above it

• The first and last numbers in each row are 1

• Can be implemented using nested loops or recursion

An abstract function is a function that has no implementation and must be implemented by its subclasses.

• An abstract function is declared with the 'abstract' keyword.

• It is used to define a template for its subclasses to follow.

• It cannot be instantiated and must be implemented by its subclasses.

• It can have abstract and non-abstract methods.

• Example: abstract class Animal { abstract void makeSound(); }

• Example: class Dog ex...read more

Abstract functions cannot be instantiated and must be implemented by child classes, while normal functions can be directly called.

• Abstract functions have no implementation in the parent class, while normal functions do.

• Abstract functions are declared with the 'abstract' keyword, while normal functions are not.

• Normal functions can be called directly, while abstract functions must be implemented by child classes.

• An examp...read more

Perfectionism and public speaking anxiety

• I tend to be a perfectionist, which can sometimes lead to spending too much time on a task

• I struggle with public speaking anxiety, but I have been working on improving my communication skills through practice and training

Capgemini is a global leader in consulting, technology services, and digital transformation.

• Capgemini has a strong reputation in the industry for delivering high-quality software solutions.

• The company offers a wide range of opportunities for career growth and development.

• Capgemini has a collaborative and inclusive work culture that fosters innovation and teamwork.

• The company has a global presence, providing exposure to...read more

Autocorrelation is the correlation of a signal with a delayed copy of itself.

• Autocorrelation is used to identify patterns in time series data.

• It is a measure of how similar a signal is to a delayed version of itself.

• Autocorrelation can be positive, negative, or zero.

• It is commonly used in signal processing, finance, and econometrics.

• Autocorrelation can be visualized using a correlogram.

Heteroscedasticity is a statistical term that refers to the unequal variance of a variable across different levels of another variable.

• It is a violation of the assumption of homoscedasticity in regression analysis.

• It can lead to biased and inefficient estimates of regression coefficients.

• It can be detected through residual plots or statistical tests such as the Breusch-Pagan test.

• Examples include income and expenditure...read more

Data analysis is affected by various factors that can influence the accuracy and reliability of the results.

• Data quality: The accuracy, completeness, and consistency of the data can impact the analysis.

• Data sources: The reliability and relevance of the data sources used for analysis can affect the outcomes.

• Data preprocessing: The way data is cleaned, transformed, and prepared for analysis can impact the results.

• Data in...read more