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Affinity Global Advertising
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I applied via Referral and was interviewed before Feb 2022. There were 2 interview rounds.
Affinity is a measure of the similarity or connection between two or more things.
Affinity is often used in marketing to describe the likelihood of a customer to purchase a product or service.
It can also refer to the bond or connection between individuals or groups.
Affinity can be measured using various methods such as surveys, data analysis, or behavioral tracking.
For example, a company may analyze customer data to det...
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I applied via Campus Placement and was interviewed in Jul 2020. There were 5 interview rounds.
I applied via Company Website and was interviewed in Jan 2023. There were 4 interview rounds.
1. Basic Aptitude Test in order to check the ability. Duration was about 60 minutes.
I applied via Naukri.com and was interviewed in May 2024. There were 2 interview rounds.
Excel file was give, used sumifs, countifs , index match formulas
I applied via Approached by Company and was interviewed in Jul 2024. There was 1 interview round.
Invoke controller is a component in a software application that manages the flow of requests and responses between the user interface and the backend services.
Manages the communication between user interface and backend services
Handles the routing of requests to appropriate functions or methods
Coordinates the flow of data and actions within the application
Facade in Laravel is a design pattern that provides a simple interface to a complex subsystem.
Facade provides a static interface to classes that are available in the application's service container.
It is used to simplify the usage of complex classes by providing a simpler interface.
Facade allows you to access Laravel's features without needing to instantiate objects or use dependency injection.
Example: The Auth facade ...
I applied via LinkedIn and was interviewed before Aug 2023. There were 2 interview rounds.
Union combines and removes duplicates, Union All combines without removing duplicates.
Union combines result sets and removes duplicates
Union All combines result sets without removing duplicates
Union is slower than Union All as it involves removing duplicates
Example: SELECT column1 FROM table1 UNION SELECT column1 FROM table2;
Example: SELECT column1 FROM table1 UNION ALL SELECT column1 FROM table2;
To show top 5 in pandas, use the nlargest() function.
Use the nlargest() function with the 'n' parameter set to 5 to get the top 5 values in a pandas DataFrame.
For example: df['column_name'].nlargest(5) will return the top 5 values in the specified column.
A scatter plot is a better representation for 3 numerical columns.
Use a scatter plot to show the relationship between the numerical columns.
Scatter plots are effective for visualizing correlations and patterns in data.
Each point on the plot represents a data point with values from all 3 columns.
I appeared for an interview before Mar 2024.
Easy leetcode data structure question
Code for calling a REST API and designing a rate limiter
Use a library like requests or axios to make the API call
Implement a token bucket algorithm for rate limiting
Set a maximum number of requests per second and queue excess requests
Consider using a distributed rate limiter for scalability
Design a database schema for Instagram.
Create tables for users, posts, comments, likes, and follows.
Use primary and foreign keys to establish relationships between tables.
Store user data such as username, email, and password securely.
Include fields for post content, location, and timestamp.
Track likes and comments on posts.
Implement a notification system for follows and likes.
Consider scalability and performance in the...
Managed project to implement new inventory system and led team in redesigning customer service process.
Implemented new inventory system to streamline operations
Led team in redesigning customer service process to improve efficiency
Successfully managed project timelines and budgets
Collaborated with cross-functional teams to ensure project success
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