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I applied via Campus Placement and was interviewed in Oct 2022. There were 4 interview rounds.
Mostly aptitude and logical reasoning question were asked they were easy if you have little bit knowledge in these subjects.
It was also easy they give a random topic and we just have to speak even though you are nowhere right they just see how confident you are in front of other people what various points you can make.
My final year project was on logistic regression.
Logistic regression is a statistical model used to predict binary outcomes.
It is a type of regression analysis where the dependent variable is categorical.
The model estimates the probability of the outcome based on the input variables.
It uses a logistic function to map the predicted values to probabilities.
The model is commonly used in various fields like finance, market...
Hypothesis testing is a statistical method to test a hypothesis about a population parameter. P-value is the probability of observing a test statistic as extreme as the one computed from the sample data, assuming the null hypothesis is true.
Hypothesis testing involves formulating a null hypothesis and an alternative hypothesis
A test statistic is computed from the sample data and compared with a critical value or p-valu...
Bias is the difference between predicted values and actual values, while variance is the variability of model predictions.
Bias is the error caused by oversimplification of the model, while variance is the error caused by overcomplication of the model.
High bias leads to underfitting, while high variance leads to overfitting.
Bias and variance are inversely proportional, meaning reducing one increases the other.
An example...
Machine learning is a subset of AI that involves training machines to learn from data. Deep learning is a subset of machine learning that uses neural networks to learn from large amounts of data.
Machine learning involves training machines to learn from data and make predictions or decisions based on that data.
Deep learning is a subset of machine learning that uses neural networks to learn from large amounts of data.
Dee...
We use sample over population to save time, money and resources.
Sampling is less time-consuming and cost-effective than studying the entire population.
Sampling helps to reduce errors and biases that may occur in studying the entire population.
Sampling is useful when the population is too large to study in its entirety.
Sampling can provide accurate results if the sample is representative of the population.
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posted on 11 Oct 2024
I applied via Campus Placement and was interviewed in Sep 2024. There were 5 interview rounds.
Easy apti questions, verbal, simple maths , technical questions
Oops concepts in Java are fundamental concepts of object-oriented programming like inheritance, polymorphism, encapsulation, and abstraction.
Inheritance: Allows a class to inherit properties and behavior from another class.
Polymorphism: Allows objects to be treated as instances of their parent class.
Encapsulation: Bundling data and methods that operate on the data into a single unit.
Abstraction: Hiding the implementati...
Spring Boot is a framework for building Java-based enterprise applications quickly and with minimal configuration.
Spring Boot simplifies the process of creating stand-alone, production-grade Spring-based applications.
It provides a range of features including embedded servers, auto-configuration, and production-ready metrics.
Spring Boot allows developers to focus on writing business logic rather than configuring the app...
Abstraction in Java is a concept where we hide the implementation details and only show the necessary features of an object.
Abstraction allows us to focus on what an object does rather than how it does it.
In Java, abstraction is achieved through abstract classes and interfaces.
Abstract classes cannot be instantiated and can have abstract methods that must be implemented by subclasses.
Interfaces in Java are like abstrac...
Interface in Java is a reference type in Java, similar to a class, that can contain only constants, method signatures, default methods, static methods, and nested types.
Interfaces are used to achieve abstraction and multiple inheritance in Java.
All methods in an interface are public and abstract by default.
A class can implement multiple interfaces but can only extend one class.
Example: interface MyInterface { void myMe...
Lists are mutable and can be changed, while tuples are immutable and cannot be changed.
Lists are defined using square brackets [], while tuples are defined using parentheses ().
Elements in a list can be modified, added, or removed, while elements in a tuple cannot be changed once defined.
Lists are typically used for collections of similar items that may need to be modified, while tuples are used for fixed collections o...
I applied via Approached by Company and was interviewed before Mar 2023. There was 1 interview round.
I appeared for an interview in Sep 2024.
Aptitude+english+essay+coding
I am a recent graduate with a degree in Business Administration and a passion for marketing and project management.
Recent graduate with a degree in Business Administration
Passionate about marketing and project management
Strong communication and organizational skills
Experience in internships and extracurricular activities
My preferred coding language is Python.
Easy to read and write
Versatile for various applications
Strong community support and resources
I chose Python for its simplicity, readability, and versatility in various applications.
Python is known for its clean and readable syntax, making it easier to learn and understand.
Python has a large standard library and many third-party libraries, making it versatile for different tasks.
Python is widely used in data science, machine learning, web development, and automation, providing a wide range of career opportuniti
Insertion Sort is a simple sorting algorithm that builds the final sorted array one item at a time.
Initialize a pointer to the second element in the array.
Compare the current element with the elements before it and swap if necessary to place it in the correct position.
Repeat this process for all elements in the array.
Example: Given array [5, 2, 4, 6, 1, 3], after sorting using Insertion Sort: [1, 2, 3, 4, 5, 6]
I am a recent graduate with a degree in Business Administration and a passion for marketing.
Recent graduate with a degree in Business Administration
Passionate about marketing
Strong communication and analytical skills
Experience in social media marketing and market research
My strengths include strong communication skills and attention to detail. My weaknesses include a tendency to be overly critical of myself.
Strengths: strong communication skills
Strengths: attention to detail
Weaknesses: tendency to be overly critical of myself
My hobbies include reading, hiking, and playing the guitar.
Reading: I enjoy reading fiction and non-fiction books in my free time.
Hiking: I love exploring nature trails and challenging myself with new hikes.
Playing the guitar: I have been playing the guitar for several years and enjoy learning new songs.
Yes, I am open to relocating for the right opportunity.
I am willing to relocate for career growth and new experiences.
I have relocated in the past for job opportunities and have found it to be a positive experience.
I understand the importance of being flexible and adaptable in today's job market.
Bioinformatics is the field of science that combines biology, computer science, and statistics to analyze and interpret biological data.
Bioinformatics involves the development and application of computational tools and techniques to study biological information.
It includes the analysis of DNA, RNA, and protein sequences, as well as the prediction of protein structures and functions.
Bioinformatics plays a crucial role i...
Good. Try to solve many puzzles.
I applied via Walk-in and was interviewed in Feb 2024. There were 3 interview rounds.
Apptitude was completely based on reasoning and critical thinking
I applied via Naukri.com and was interviewed before Nov 2021. There were 2 interview rounds.
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