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I applied via Recruitment Consulltant and was interviewed in Nov 2024. There were 3 interview rounds.
Key topics in Generative AI include Retrieval-Augmented Generation (RAG) and Large Language Models (LLM).
RAG combines generative models with retrieval mechanisms to improve text generation.
LLMs like GPT-3 and BERT are pre-trained on large text corpora to generate human-like text.
Ethical considerations in using LLMs for text generation, such as bias and misinformation.
Applications of RAG and LLMs in natural language pro...
I have a strong understanding of the existing project and the technology stacks used.
The existing project is a data analytics platform used for analyzing customer behavior and making data-driven decisions.
The technology stacks used include Python for data processing, SQL for database management, and Tableau for data visualization.
I have experience working with machine learning algorithms such as regression, classificat
I have contributed to improving data processing efficiency by implementing advanced machine learning algorithms and optimizing existing models.
Implemented advanced machine learning algorithms to improve predictive accuracy
Optimized existing models to increase efficiency and reduce processing time
Developed automated data processing pipelines to streamline workflow
Collaborated with cross-functional teams to integrate new...
Work challenges and solutions in data science role
One challenge is handling large volumes of data efficiently, solution is implementing parallel processing techniques like MapReduce
Another challenge is ensuring data quality, solution is developing data validation processes and implementing data cleaning algorithms
Dealing with complex algorithms is a challenge, solution is continuous learning and staying updated with la
Generative AI and NLP are advanced technologies used to create content and understand human language.
Generative AI involves creating new content, such as images, music, or text, using algorithms like GANs.
NLP focuses on understanding and generating human language, used in chatbots, sentiment analysis, and language translation.
Use cases of Generative AI include deepfake videos, art generation, and text generation.
NLP is...
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I applied via Recruitment Consulltant and was interviewed in Nov 2024. There were 3 interview rounds.
I applied via Naukri.com and was interviewed in Nov 2024. There were 3 interview rounds.
Migration of projects from server to cloud involves planning, testing, and executing the transfer of data and applications.
Assess the current server setup and identify all projects and data to be migrated
Choose a suitable cloud provider and plan the migration process
Test the migration process with a small project before moving larger ones
Ensure data security and compliance during the migration
Update any necessary confi
Jira project configuration involves setting up workflows, issue types, fields, permissions, and notifications.
Define issue types (e.g. bug, task, story)
Create custom fields to capture specific information
Set up workflows to define the lifecycle of an issue
Configure permissions to control who can view and edit issues
Manage notifications to keep stakeholders informed
Scheduled script runs on a predefined schedule, while Map reduce script processes large datasets in parallel.
Scheduled script is used for automating tasks at specific times, like sending reports daily at 8am.
Map reduce script is used for processing large datasets by splitting them into smaller chunks and processing them in parallel.
Scheduled script is typically used for routine tasks, while Map reduce script is used fo...
Types of scripts in NetSuite include SuiteScript, SuiteTalk, SuiteFlow, and SuiteBuilder.
SuiteScript: JavaScript-based scripts for customizing NetSuite functionality.
SuiteTalk: Web services integration for connecting NetSuite with external systems.
SuiteFlow: Visual workflow tool for automating business processes.
SuiteBuilder: Customization tool for modifying NetSuite forms, fields, and records.
Xoriant interview questions for popular designations
I applied via Naukri.com and was interviewed in Nov 2024. There was 1 interview round.
Get interview-ready with Top Xoriant Interview Questions
The basics questions are there regarding basic concepts of computer engineering
SDLC stands for Software Development Life Cycle, a process used by software development teams to design, develop, and test high-quality software.
SDLC is a structured process that consists of several phases such as planning, analysis, design, implementation, testing, and maintenance.
Each phase has its own set of activities and deliverables to ensure the successful completion of the software project.
Examples of SDLC mode...
I applied via Approached by Company and was interviewed in Oct 2024. There were 2 interview rounds.
Hooks are a new addition in React 16.8 that allow you to use state and other React features without writing a class.
Hooks are functions that let you use state and other React features in functional components.
useState() is a hook that allows you to add state to functional components.
useEffect() is a hook that allows you to perform side effects in functional components.
Custom hooks are reusable functions that can contai...
Create weather application in react native with unit test scripts
I applied via Naukri.com and was interviewed in Sep 2024. There was 1 interview round.
Shift all zeros in an array to the right while maintaining the order of non-zero elements.
Iterate through the array and move all non-zero elements to the front of the array.
Fill the remaining elements with zeros.
Maintain the relative order of non-zero elements.
A decorator is a design pattern in Python that allows adding new functionality to an existing object without modifying its structure.
Decorators are denoted by the @ symbol followed by the decorator function name.
They are commonly used to modify or extend the behavior of functions or methods.
Decorators can be used for logging, timing, authentication, caching, etc.
Example: @staticmethod, @classmethod, @property
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