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I applied via Referral and was interviewed before Jun 2023. There were 2 interview rounds.
Different gradient optimization algorithms improve training efficiency in machine learning models.
Gradient Descent: Basic optimization algorithm that updates parameters in the opposite direction of the gradient.
Stochastic Gradient Descent (SGD): Updates parameters using a subset of training data at each iteration.
Mini-batch Gradient Descent: Combines features of both Gradient Descent and SGD by using a small batch of t...
CNNs are used for image recognition, MLPs for simple classification tasks, and RNNs for sequential data like text or time series.
CNNs are best suited for image recognition tasks due to their ability to capture spatial dependencies.
MLPs are commonly used for simple classification tasks where the input features are independent of each other.
RNNs are ideal for sequential data like text or time series where the order of in...
String match DP problem involves finding the longest common subsequence between two strings.
Use dynamic programming to solve this problem efficiently.
Create a 2D array to store the lengths of common subsequences.
Iterate through the strings to fill the array and find the longest common subsequence.
Example: Given strings 'ABCD' and 'ACD', the longest common subsequence is 'ACD'.
Various techniques like resampling, data augmentation, imputation, and ensemble methods can be used to tackle data imbalances and missing data.
Resampling techniques like oversampling (SMOTE) and undersampling can balance class distribution.
Data augmentation methods like generating synthetic data points can help in increasing the size of the minority class.
Imputation techniques like mean, median, mode imputation can be ...
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I applied via Company Website and was interviewed in Feb 2021. There were 3 interview rounds.
I applied via Naukri.com and was interviewed before Jul 2020. There were 4 interview rounds.
I applied via Company Website and was interviewed in Jun 2024. There were 3 interview rounds.
DSA, 2hrs. along with aptitude and reasoning que were asked
I applied via Recruitment Consultant and was interviewed in Feb 2021. There were 3 interview rounds.
SOLID principles are a set of five design principles for writing maintainable and scalable code.
Single Responsibility Principle (SRP) - a class should have only one reason to change
Open-Closed Principle (OCP) - a class should be open for extension but closed for modification
Liskov Substitution Principle (LSP) - a subclass should be able to replace its parent class without affecting the system's behavior
Interface Segreg...
Ref and out are both used for passing arguments by reference in C#. Ref is bidirectional while out is unidirectional.
Ref and out are used to pass arguments by reference instead of by value
Ref is used for both input and output parameters while out is only used for output parameters
Ref requires the variable to be initialized before passing while out does not
Example: void MyMethod(ref int x) { x = x + 1; } and void MyMeth
REST APIs are a way to interact with web services. Popular status codes include 200, 404, and 500.
REST APIs allow clients to access and manipulate resources on a server using HTTP requests
Common HTTP methods used in REST APIs include GET, POST, PUT, and DELETE
Status codes indicate the success or failure of a request, with 2xx codes indicating success and 4xx/5xx codes indicating errors
Some popular status codes include ...
Memory management in C# involves automatic garbage collection and the use of pointers.
C# uses a garbage collector to automatically manage memory allocation and deallocation.
Developers can use pointers to directly manipulate memory, but this is not recommended.
C# also provides tools for managing memory usage, such as the IDisposable interface and the using statement.
Microservices, cloud-native, and serverless are the latest architectural trends in C#.
Microservices architecture is gaining popularity due to its scalability and flexibility.
Cloud-native architecture focuses on building applications that are optimized for cloud environments.
Serverless architecture allows developers to focus on writing code without worrying about infrastructure management.
Other trends include containeri...
Both .NET Core and Framework are used for developing Windows applications, but Core is cross-platform and lightweight.
Core is open-source and modular, while Framework is a monolithic framework
Core has better performance and scalability than Framework
Core supports microservices architecture, while Framework does not
Core has a smaller footprint and can be deployed as a single executable
Framework has better backward compa
Major advancements in .NET Core include improved performance, cross-platform compatibility, and enhanced security features.
Improved performance through the use of Span
Cross-platform compatibility with support for Linux and macOS
Enhanced security features such as runtime code generation and data protection
Introduction of .NET Core 3.0 with support for Windows Desktop applications
Integration with ...
The react machine coding example involves demonstrating knowledge and skills in React programming.
Understand the component lifecycle in React
Demonstrate proficiency in state management using hooks or Redux
Show ability to create reusable components and handle user input
Implement routing and navigation in React applications
I have worked on various projects including a web application for inventory management and a mobile app for task tracking.
Developed a web application using React for inventory management system
Created a mobile app using Flutter for task tracking and reminders
Implemented RESTful APIs for communication between frontend and backend systems
I applied via Campus Placement and was interviewed in Nov 2021. There were 3 interview rounds.
Reversing a string involves flipping the order of characters in a given string.
Create an empty string to store the reversed string
Iterate through the original string from the end to the beginning
Append each character to the empty string
Return the reversed string
I applied via Recruitment Consulltant and was interviewed in Oct 2021. There were 3 interview rounds.
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