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I worked on various projects, including a web app for data visualization and a machine learning model for predictive analytics.
Developed a web application using React and D3.js for visualizing large datasets, improving user engagement by 30%.
Created a machine learning model using Python and scikit-learn to predict customer churn, achieving an accuracy of 85%.
Collaborated with a team to design a mobile app for heal...
Advanced SQL queries using window functions enable complex data analysis over partitions of data.
Window functions perform calculations across a set of table rows related to the current row.
Common window functions include ROW_NUMBER(), RANK(), DENSE_RANK(), SUM(), AVG(), etc.
Example: SELECT employee_id, salary, RANK() OVER (ORDER BY salary DESC) AS salary_rank FROM employees;
Window functions can be combined with PA...
Filters in .Net are used to manipulate data before it is displayed or processed further.
Filters can be used for data validation, formatting, or transformation.
Filters are commonly used in ASP.NET MVC for tasks like authentication, authorization, logging, etc.
Filters can be applied globally to all controllers or specific to individual actions.
Examples of filters in .Net include AuthorizationFilter, ActionFilter, Re...
An automation framework is a set of guidelines, best practices, and tools used for automated testing of software applications.
Automation frameworks provide a structured way to develop and execute automated tests.
They help in improving test efficiency, reusability, and maintainability.
Common types of automation frameworks include data-driven, keyword-driven, and hybrid frameworks.
Frameworks like Selenium WebDriver,...
Identifying financial gaps involves thorough analysis and due diligence, especially during acquisitions.
Conduct a detailed financial audit to identify discrepancies in records.
Utilize ratio analysis to compare financial performance against industry benchmarks.
Review historical financial statements for inconsistencies or unusual trends.
Engage forensic accountants if fraud is suspected, as they specialize in uncover...
I am interested in Data science and ML because of their ability to uncover insights from data and make predictions.
I am fascinated by the power of data to drive decision-making and solve complex problems.
I enjoy working with large datasets and finding patterns within them.
I believe that the combination of statistics, programming, and domain knowledge in data science is a perfect fit for my skills.
I have experience...
A DLL (Dynamic Link Library) is a file containing code and data that can be used by multiple programs simultaneously.
To create a DLL, you need to write the code in a programming language like C++ or C#.
Compile the code into an object file and then link it with a DLL linker to create the DLL file.
DLLs can contain functions, classes, variables, and resources that can be accessed by other programs.
DLLs provide code r...
Thread synchronization is the coordination of multiple threads to ensure they access shared resources in a controlled manner.
Thread synchronization prevents race conditions and data inconsistencies.
Semaphores are synchronization primitives used to control access to resources.
Critical sections are code segments that must be executed atomically.
A common threading problem is the producer-consumer problem.
Synchronizat...
OOP is needed for modular and reusable code. Encapsulation hides implementation details. Abstraction simplifies complex systems. Polymorphism allows objects to take on multiple forms.
OOP promotes code reusability and modularity
Encapsulation hides implementation details and protects data
Abstraction simplifies complex systems by focusing on essential features
Polymorphism allows objects to be used in multiple ways
Typ...
A pure virtual function is a function declared in a base class that has no implementation and must be overridden in derived classes.
Pure virtual functions are used to create abstract classes, which cannot be instantiated.
They provide a common interface for derived classes to implement their own functionality.
An example of a pure virtual function is a 'draw' function in a base 'Shape' class, which must be implement...
I applied via Naukri.com and was interviewed in Jan 2023. There was 1 interview round.
manage and unmanage are not standard terms in C++
There are no standard terms or concepts called 'manage' and 'unmanage' in C++
These terms might be specific to a particular framework or library
Without more context, it is difficult to provide a specific answer
C is a procedural programming language, while C++ is an extension of C with object-oriented programming features.
C is a procedural language, while C++ supports both procedural and object-oriented programming paradigms.
C++ has additional features like classes, objects, inheritance, and polymorphism.
C++ supports exception handling and templates, which are not available in C.
C++ has a standard template library (STL) that ...
OOP is needed for modular and reusable code. Encapsulation hides implementation details. Abstraction simplifies complex systems. Polymorphism allows objects to take on multiple forms.
OOP promotes code reusability and modularity
Encapsulation hides implementation details and protects data
Abstraction simplifies complex systems by focusing on essential features
Polymorphism allows objects to be used in multiple ways
Types of...
A pure virtual function is a function declared in a base class that has no implementation and must be overridden in derived classes.
Pure virtual functions are used to create abstract classes, which cannot be instantiated.
They provide a common interface for derived classes to implement their own functionality.
An example of a pure virtual function is a 'draw' function in a base 'Shape' class, which must be implemented by...
Pass by reference and pass by pointer are both ways to pass data to a function, but they differ in how they access and modify the data.
Pass by reference uses a reference to the original variable, allowing direct access and modification.
Pass by pointer uses a pointer to the memory address of the variable, requiring dereferencing to access and modify the data.
Pass by reference is generally considered safer and more conve...
A DLL (Dynamic Link Library) is a file containing code and data that can be used by multiple programs simultaneously.
To create a DLL, you need to write the code in a programming language like C++ or C#.
Compile the code into an object file and then link it with a DLL linker to create the DLL file.
DLLs can contain functions, classes, variables, and resources that can be accessed by other programs.
DLLs provide code reusab...
Thread synchronization is the coordination of multiple threads to ensure they access shared resources in a controlled manner.
Thread synchronization prevents race conditions and data inconsistencies.
Semaphores are synchronization primitives used to control access to resources.
Critical sections are code segments that must be executed atomically.
A common threading problem is the producer-consumer problem.
Synchronization m...
I applied via Approached by Company and was interviewed in Sep 2024. There were 4 interview rounds.
Middleware acts as a bridge between different software applications, enabling communication and data management.
Facilitates communication between client and server applications, e.g., REST APIs.
Handles data management and integration, such as database middleware like Hibernate.
Provides authentication and authorization services, e.g., OAuth middleware.
Enables message queuing and processing, like RabbitMQ or Apache Kafka...
Filters in .Net are used to manipulate data before it is displayed or processed further.
Filters can be used for data validation, formatting, or transformation.
Filters are commonly used in ASP.NET MVC for tasks like authentication, authorization, logging, etc.
Filters can be applied globally to all controllers or specific to individual actions.
Examples of filters in .Net include AuthorizationFilter, ActionFilter, ResultF...
CROS Policy is a policy that allows employees to work from a different location than their usual workplace.
CROS stands for Company Remote Office Setup.
The purpose of CROS Policy is to provide flexibility to employees in terms of work location.
It helps in improving work-life balance and increasing employee satisfaction.
Examples of CROS Policy include allowing employees to work from home or from a co-working space.
I applied via Campus Placement and was interviewed in Oct 2024. There were 2 interview rounds.
1 hour duration , logical reasoning and coding mcq were asked
I am interested in Data science and ML because of their ability to uncover insights from data and make predictions.
I am fascinated by the power of data to drive decision-making and solve complex problems.
I enjoy working with large datasets and finding patterns within them.
I believe that the combination of statistics, programming, and domain knowledge in data science is a perfect fit for my skills.
I have experience in p...
I applied via Campus Placement and was interviewed in Jun 2024. There were 3 interview rounds.
It was quite easy and fast
Coding questions were also tgere in the same test as aptitude test
I worked on various projects, including a web app for data visualization and a machine learning model for predictive analytics.
Developed a web application using React and D3.js for visualizing large datasets, improving user engagement by 30%.
Created a machine learning model using Python and scikit-learn to predict customer churn, achieving an accuracy of 85%.
Collaborated with a team to design a mobile app for health tr...
Easy and little long
I applied via Naukri.com and was interviewed in Mar 2024. There was 1 interview round.
I applied via Campus Placement
Aptitude online test has 4 sections - verbal, quans, logical, and technical mcq.
I applied via LinkedIn and was interviewed in Feb 2024. There were 2 interview rounds.
It was based on a coding round where they asked about oops, c++
An automation framework is a set of guidelines, best practices, and tools used for automated testing of software applications.
Automation frameworks provide a structured way to develop and execute automated tests.
They help in improving test efficiency, reusability, and maintainability.
Common types of automation frameworks include data-driven, keyword-driven, and hybrid frameworks.
Frameworks like Selenium WebDriver, Test...
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The duration of iLink Digital interview process can vary, but typically it takes about less than 2 weeks to complete.
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