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Ascendion
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Core concepts of data science include data collection, cleaning, analysis, modeling, and visualization to derive insights.
Data Collection: Gathering data from various sources like databases, APIs, or web scraping. Example: Using APIs to collect Twitter data.
Data Cleaning: Removing inconsistencies and errors in the data to ensure quality. Example: Handling missing values or duplicates.
Data Analysis: Exploring and a...
SQL is a standard language for managing and manipulating relational databases, focusing on data retrieval and management.
Data Definition Language (DDL): SQL commands like CREATE, ALTER, and DROP are used to define and modify database structures. Example: CREATE TABLE users (id INT, name VARCHAR(100));
Data Manipulation Language (DML): SQL commands such as INSERT, UPDATE, and DELETE are used to manipulate data withi...
Inheritance allows a class to inherit properties and methods from another class, promoting code reuse and hierarchical relationships.
Base Class: The class from which properties and methods are inherited is called the base class or parent class. Example: 'Animal' class.
Derived Class: The class that inherits from the base class is called the derived class or child class. Example: 'Dog' class inherits from 'Animal'.
C...
AI is transforming industries by enhancing efficiency, enabling data-driven decisions, and fostering innovation across various fields.
AI improves data processing speed, allowing for real-time analytics, such as in financial trading systems.
Machine learning algorithms can predict customer behavior, enhancing marketing strategies, like personalized recommendations on e-commerce sites.
AI-driven automation reduces man...
What people are saying about Ascendion
API stands for Application Programming Interface, enabling software applications to communicate and interact with each other.
APIs allow different software systems to exchange data and functionalities.
For example, a weather app uses an API to fetch data from a weather service.
APIs can be RESTful, SOAP, or GraphQL, each with different protocols and structures.
They are essential for integrating third-party services, ...
I actively monitor AI trends through various channels to stay informed and leverage emerging technologies effectively.
I subscribe to industry newsletters like MIT Technology Review and AI Weekly to receive curated updates.
I attend conferences such as the AI Summit and TechCrunch Disrupt to network and learn from thought leaders.
I participate in online courses and webinars on platforms like Coursera and edX to deep...
Handling deeply nested JSON involves parsing, flattening, and transforming data for easier access and manipulation.
Use libraries like `json` in Python or `Jackson` in Java to parse JSON data.
Flatten the JSON structure using recursion or libraries like `pandas` in Python to convert it into a DataFrame.
Access nested elements using dot notation or bracket notation, e.g., `data['key']['nestedKey']`.
Transform deeply ne...
Handling late arrival data in streaming involves strategies to ensure data accuracy and consistency despite delays.
Watermarking: Use watermarks to track the progress of data processing and define thresholds for late data handling.
Event Time vs. Processing Time: Distinguish between event time (when data was generated) and processing time (when data is processed) to manage late data effectively.
Buffering: Temporaril...
SQL JOIN queries combine rows from two or more tables based on a related column between them.
INNER JOIN: Returns records with matching values in both tables. Example: SELECT * FROM TableA INNER JOIN TableB ON TableA.id = TableB.id;
LEFT JOIN: Returns all records from the left table and matched records from the right table. Example: SELECT * FROM TableA LEFT JOIN TableB ON TableA.id = TableB.id;
RIGHT JOIN: Returns a...
Test engineers encounter various scenarios when troubleshooting, such as software bugs, hardware malfunctions, and network issues.
Identifying and resolving software bugs in the code
Troubleshooting hardware malfunctions in devices or equipment
Resolving network issues affecting communication between systems
My last company was a multinational IT firm specializing in cloud services.
Provided cloud services to clients worldwide
Had a diverse team of IT professionals
Implemented cutting-edge technologies like AI and blockchain
Focused on cybersecurity measures to protect client data
I have a strong knowledge of IT infrastructure including networking, servers, storage, and virtualization.
Understanding of networking principles such as TCP/IP, DNS, DHCP
Experience with server administration including Windows Server and Linux
Knowledge of storage technologies like SAN, NAS, and RAID
Familiarity with virtualization platforms such as VMware or Hyper-V
Ability to troubleshoot hardware and software issues in ...
I appeared for an interview in Feb 2025.
posted on 26 Jan 2024
I appeared for an interview in Nov 2024, where I was asked the following questions.
Middleware is software that acts as a bridge between different applications or systems, facilitating communication and data exchange.
Middleware helps different software components communicate with each other
It can provide services such as authentication, data transformation, and message queuing
Examples include Apache Kafka, RabbitMQ, and Microsoft BizTalk
Request pipeline is a series of steps that a request goes through from start to finish in a software system.
Request pipeline helps in processing and handling incoming requests efficiently.
Each step in the pipeline performs a specific task such as authentication, validation, processing, and response generation.
Examples of request pipeline include HTTP request processing in web servers like Apache or Nginx.
Dependency injection in Dot net core is a design pattern where classes receive their dependencies from external sources rather than creating them.
Dependency injection allows for better decoupling of components in an application.
In Dot net core, dependency injection is built into the framework and can be easily configured in the Startup class.
Services are registered in the ConfigureServices method of the Startup class a...
Extension methods are a way to add new methods to existing types without modifying the original type.
Extension methods allow you to add new functionality to existing types without modifying them
They are defined as static methods in a static class
They must be in the same namespace as the type being extended
Extension methods are called like regular instance methods
I have worked with various architectures including monolithic, microservices, serverless, and event-driven.
Monolithic architecture involves building a single, indivisible unit for an application.
Microservices architecture breaks down the application into smaller, independent services.
Serverless architecture allows developers to focus on writing code without worrying about infrastructure.
Event-driven architecture enable...
Request delegate is a function that handles incoming HTTP requests and generates responses.
Request delegate is used in ASP.NET Core to process HTTP requests.
It can be used to route requests to appropriate controllers or actions.
Request delegates can be middleware components in the request processing pipeline.
Packages in Dot net core are collections of reusable code that can be easily distributed and managed.
Packages contain libraries, frameworks, and tools that can be used in .NET Core applications.
They are distributed via NuGet, a package manager for .NET.
Packages help in managing dependencies and simplifying the development process.
Example: Entity Framework Core is a popular package used in .NET Core applications.
I applied via Naukri.com and was interviewed in Nov 2024. There were 2 interview rounds.
Swift UI coding question
I applied via Naukri.com and was interviewed in Nov 2024. There were 3 interview rounds.
OOPS concept, Collections, HashMap, List and Restassured CRUD Call coding
I appeared for an interview in Jul 2024.
Playwright installation, add 2+"2" in typescript
Install Playwright using npm install playwright
Create a TypeScript file and add the following code: const result = 2 + parseInt('2');
Run the TypeScript file using tsc filename.ts && node filename.js
Check the result variable to see the output
SQL JOIN queries combine rows from two or more tables based on a related column between them.
INNER JOIN: Returns records with matching values in both tables. Example: SELECT * FROM TableA INNER JOIN TableB ON TableA.id = TableB.id;
LEFT JOIN: Returns all records from the left table and matched records from the right table. Example: SELECT * FROM TableA LEFT JOIN TableB ON TableA.id = TableB.id;
RIGHT JOIN: Returns all re...
I applied via Naukri.com and was interviewed in Oct 2024. There were 2 interview rounds.
Decorators in Python are functions that modify the behavior of other functions or methods.
Decorators are denoted by the @ symbol followed by the decorator name.
They are commonly used for logging, timing, authentication, and more.
Example: @staticmethod decorator in Python is used to define a method that is not bound to the class instance.
What is self keyword in python. Which type type the char belongs to from the given list.
I applied via LinkedIn and was interviewed in Sep 2024. There was 1 interview round.
Gd was good asked on current affair topic
Some of the top questions asked at the Ascendion interview -
The duration of Ascendion interview process can vary, but typically it takes about less than 2 weeks to complete.
based on 110 interview experiences
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6-8 Yrs
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8-9 Yrs
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7-8 Yrs
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