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I was interviewed in Feb 2023.
A cluster is a group of data points or objects that are similar to each other within the group and dissimilar to data points in other groups.
Clusters are formed based on the similarity of data points within the group.
Clustering is an unsupervised learning technique used in data science.
Examples of clustering algorithms include K-means, hierarchical clustering, and DBSCAN.
Data preprocessing is the process of cleaning, transforming, and organizing raw data before analysis.
Removing irrelevant or duplicate data
Handling missing values
Normalizing or standardizing data
Encoding categorical variables
Feature scaling
Data transformation (e.g. log transformation)
Data reduction (e.g. PCA)
Handling outliers
Top trending discussions
I applied via Referral and was interviewed before Jun 2023. There were 2 interview rounds.
Different metrics for evaluating regression models
Mean Squared Error (MSE)
Root Mean Squared Error (RMSE)
Mean Absolute Error (MAE)
R-squared (Coefficient of Determination)
Neural networks are a type of machine learning algorithm inspired by the human brain, consisting of interconnected nodes that process information.
Neural networks consist of layers of interconnected nodes, with each node performing a simple mathematical operation.
Information is passed through the network via weighted connections between nodes, with the weights adjusted during training to optimize performance.
Neural netw...
I applied via LinkedIn and was interviewed before Sep 2023. There were 2 interview rounds.
3 hour oa - binary search , graph , dp
Object-oriented programming is a programming paradigm based on the concept of objects, which can contain data and code.
Objects are instances of classes, which define the structure and behavior of the objects.
Encapsulation, inheritance, and polymorphism are key principles of object-oriented programming.
Examples include Java, C++, and Python, which are popular object-oriented programming languages.
SQL query to retrieve bank transactions data.
Use SELECT statement to retrieve data from transaction table.
Filter data based on account number or transaction date.
Group data by transaction type or amount for analysis.
I was interviewed before May 2023.
I applied via Approached by Company and was interviewed in Oct 2024. There were 4 interview rounds.
Aptitude Test Online
Case study - Data domain
It was online aptitude test. Moderate level.
I was interviewed in Sep 2024.
I/p - aaabcb
O/p - 3a2bc
Basic python questions
A trigger on contact is a mechanism in Salesforce that automatically initiates an action when a contact record is created or updated.
Triggers are written in Apex, Salesforce's programming language.
Triggers can be used to perform tasks like sending email notifications, updating related records, or enforcing business rules.
Example: A trigger on contact can be used to update a custom field on the related account record wh
I applied via Referral and was interviewed before Mar 2023. There were 3 interview rounds.
SDLC is the process of developing software from planning to deployment, while STLC is the process of testing software within the SDLC.
SDLC stands for Software Development Life Cycle and includes phases like planning, analysis, design, implementation, testing, deployment, and maintenance.
STLC stands for Software Testing Life Cycle and includes phases like test planning, test design, test execution, and test closure.
SDLC...
Parallel execution allows running multiple test cases simultaneously to save time and increase efficiency.
Use test automation frameworks that support parallel execution, such as TestNG or JUnit.
Divide test cases into independent groups that can be executed concurrently.
Ensure proper synchronization and resource management to avoid conflicts.
Monitor and analyze the results to identify any issues or bottlenecks.
Example: ...
Code to take screenshot in Java using Selenium WebDriver
Import necessary libraries like org.openqa.selenium.OutputType and org.openqa.selenium.TakesScreenshot
Create an instance of WebDriver and cast it to TakesScreenshot
Use getScreenshotAs method to take the screenshot and save it to a file
Code to launch browser
Use Selenium WebDriver to launch browser
Specify the browser type (e.g. Chrome, Firefox)
Handle any exceptions that may occur during browser launch
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