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I applied via Recruitment Consulltant and was interviewed in May 2022. There were 3 interview rounds.
A data science assignment to build a well performing ML model
Loss functions for Linear and Logistic Regression and their significance.
Linear Regression uses Mean Squared Error (MSE) as the loss function.
Logistic Regression uses Binary Cross-Entropy (BCE) as the loss function.
MSE measures the average squared difference between the predicted and actual values.
BCE measures the difference between the predicted and actual probabilities.
The goal is to minimize the loss function to imp
Data pre-processing is a crucial step in data analysis that involves cleaning, transforming, and organizing data.
Cleaning data by removing duplicates, filling in missing values, and correcting errors
Transforming data by scaling, normalizing, or encoding categorical variables
Organizing data by splitting into training and testing sets, or creating new features
Exploratory data analysis to identify outliers, correlations, ...
Overfitting occurs when a model is too complex and fits the training data too closely, resulting in poor generalization to new data.
Using a model that is too complex
Having too few training examples
Using irrelevant or noisy features
Not using regularization techniques
Not using cross-validation to evaluate the model
Data leakage
Transfer Learning is used to leverage pre-trained models for new tasks, saving time and resources.
Transfer Learning is used when the dataset for a new task is small or limited.
It can also be used when the new task is similar to the original task the pre-trained model was trained on.
Transfer Learning can save time and resources by using pre-trained models instead of training from scratch.
Examples include using pre-train...
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I applied via Recruitment Consultant and was interviewed in Aug 2017. There were 4 interview rounds.
posted on 3 Aug 2017
I appeared for an interview before Aug 2016.
I appeared for an interview in Nov 2016.
Developed a Btech project on automated attendance system using facial recognition.
Developed a software application to automate the attendance process in educational institutions.
Implemented facial recognition technology to identify and mark attendance of students.
Used machine learning algorithms to train the system for accurate recognition.
Integrated the application with a database to store attendance records.
Provided ...
Code Pascal's Triangle
Pascal's Triangle is a triangular array of binomial coefficients
Each number is the sum of the two numbers above it
The first and last numbers in each row are 1
Can be implemented using nested loops or recursion
An abstract function is a function that has no implementation and must be implemented by its subclasses.
An abstract function is declared with the 'abstract' keyword.
It is used to define a template for its subclasses to follow.
It cannot be instantiated and must be implemented by its subclasses.
It can have abstract and non-abstract methods.
Example: abstract class Animal { abstract void makeSound(); }
Example: class Dog ex...
Abstract functions cannot be instantiated and must be implemented by child classes, while normal functions can be directly called.
Abstract functions have no implementation in the parent class, while normal functions do.
Abstract functions are declared with the 'abstract' keyword, while normal functions are not.
Normal functions can be called directly, while abstract functions must be implemented by child classes.
An examp...
Perfectionism and public speaking anxiety
I tend to be a perfectionist, which can sometimes lead to spending too much time on a task
I struggle with public speaking anxiety, but I have been working on improving my communication skills through practice and training
Capgemini is a global leader in consulting, technology services, and digital transformation.
Capgemini has a strong reputation in the industry for delivering high-quality software solutions.
The company offers a wide range of opportunities for career growth and development.
Capgemini has a collaborative and inclusive work culture that fosters innovation and teamwork.
The company has a global presence, providing exposure to...
posted on 28 Mar 2018
I applied via Other and was interviewed in Nov 2017. There were 5 interview rounds.
As a Senior Software Engineer, I worked with various tools and technologies to develop and maintain software applications.
Developed and maintained software applications using Java, Python, and C++ programming languages
Used Agile methodology for software development and collaborated with cross-functional teams
Worked with various tools such as Git, JIRA, Jenkins, and Docker for version control, issue tracking, continuous...
I appeared for an interview in Aug 2017.
I applied via Recruitment Consultant and was interviewed before Mar 2017. There were 5 interview rounds.
I appeared for an interview in Sep 2016.
Senior Software Engineer
8
salaries
| ₹11.6 L/yr - ₹21.5 L/yr |
Software Engineer
7
salaries
| ₹8.6 L/yr - ₹15.1 L/yr |
Data Scientist
6
salaries
| ₹13.8 L/yr - ₹22 L/yr |
Service Engineer
6
salaries
| ₹2.2 L/yr - ₹3 L/yr |
Staff Engineer
4
salaries
| ₹29 L/yr - ₹42 L/yr |
TCS
Accenture
Cognizant
Infosys