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Novus Hi-Tech Interview Questions and Answers
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1 interview found
Anonymous
Selected
I applied via Campus Placement and was interviewed in Mar 2024. There were 2 interview rounds.
(2 Questions)
- Q1. Why do you want to join ?
- Ans.
I am passionate about applying my engineering skills to solve real-world problems and contribute to innovative projects.
Passionate about engineering and problem-solving
Excited about contributing to innovative projects
Seeking opportunities for professional growth and development
- Q2. What are your future plans ???
- Ans.
My future plans include gaining experience in the engineering field, pursuing further education, and eventually taking on leadership roles.
Gain experience in the engineering field through internships and entry-level positions
Pursue further education such as a master's degree or specialized certifications
Work towards taking on leadership roles within a company or starting my own engineering firm
(3 Questions)
- Q1. Difference b/w bias and variance ?
- Ans.
Bias is error due to overly simplistic assumptions in the learning algorithm, while variance is error due to too much complexity.
Bias is error from erroneous assumptions in the learning algorithm, leading to underfitting.
Variance is error from too much complexity in the learning algorithm, leading to overfitting.
Bias and variance are inversely related - increasing one decreases the other.
Balancing bias and variance is ...
- Q2. Have you trained any model from scratch and then explain everything.
- Ans.
Yes, I have trained a convolutional neural network from scratch to classify images of different dog breeds.
Researched and collected a dataset of images of various dog breeds
Preprocessed the images by resizing and normalizing them
Designed a convolutional neural network architecture using TensorFlow
Trained the model using the dataset and adjusted hyperparameters for better performance
Evaluated the model's performance usi...
- Q3. What are different loss functions >
- Ans.
Loss functions are used in machine learning to measure the inconsistency between predicted and actual values.
Mean Squared Error (MSE) - measures the average squared difference between predicted and actual values
Mean Absolute Error (MAE) - measures the average absolute difference between predicted and actual values
Binary Cross Entropy - used for binary classification tasks
Categorical Cross Entropy - used for multi-class...
Skills evaluated in this interview
Graduate Engineer Interview Questions asked at other Companies
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Interview questions from similar companies
I applied via Campus Placement and was interviewed before Jul 2021. There were 4 interview rounds.
Aptitude test on CS subjects like C programming, DBMS, CN, and OS.
There were 2 input-output based questions of easy to moderate level
Every candidate was given an individual topic and was asked to speak on it
(1 Question)
- Q1. Some typical HR questions
Interview Preparation Tips
I applied via Company Website and was interviewed before Dec 2020. There were 4 interview rounds.
Interview Questionnaire
1 Question
- Q1. Questions on Java,SQL,some trending technologies(IOT,Big data),pattern questions, programming questions with different approaches.
Interview Preparation Tips
I applied via Referral and was interviewed before Jan 2021. There was 1 interview round.
Interview Questionnaire
1 Question
- Q1. Java questions
Interview Preparation Tips
I applied via Campus Placement and was interviewed before Feb 2021. There were 3 interview rounds.
Aptitude round consists Logical reasoning, General Aptitude, Grammar related questions etc. All are moderate level questions.
(3 Questions)
- Q1. Explain OOPs w.r.t Java
- Ans.
OOPs is a programming paradigm that uses objects to represent real-world entities. Java is an OOPs language.
OOPs stands for Object-Oriented Programming System
Java is a class-based OOPs language
Encapsulation, Inheritance, Polymorphism, and Abstraction are the four pillars of OOPs
Objects have state and behavior
Java supports interfaces, which allow for multiple inheritance
Example: A car can be represented as an object wit...
- Q2. Explain about the projects that you have worked on
- Q3. Explain how Java solves machine dependency of code execution
- Ans.
Java solves machine dependency by using bytecode and virtual machine.
Java code is compiled into bytecode which is platform-independent
The bytecode is executed by the Java Virtual Machine (JVM) which is platform-specific
JVM translates bytecode into machine code for the specific platform
This allows Java code to run on any platform with a JVM installed
Example: A Java program compiled on Windows can run on Linux or Mac as
(2 Questions)
- Q1. Why should we hire you?
- Q2. Tell me about yourself.
Interview Preparation Tips
- Java
Skills evaluated in this interview
I applied via Company Website and was interviewed before Jul 2021. There were 3 interview rounds.
Aptitude, reasoning, English, cloud sections
2 questions in which , one has to complete within an 50 minutes
(2 Questions)
- Q1. Tell me about t Yourself
- Q2. What are the previous experiences
Interview Preparation Tips
- Java
- SQL
- Agile Methodology
- SDLC
Keep it just and short
Explain more about your experiences
I applied via Campus Placement and was interviewed before May 2021. There were 2 interview rounds.
Numerical ability and logical reasoning followed by some coding mcqs
(1 Question)
- Q1. Print 1 to 100 without for loop
- Ans.
Printing 1 to 100 without for loop
Use recursion to print numbers from 1 to 99
Print 100 outside the recursion
Use a base case to stop recursion at 100
Interview Preparation Tips
I applied via Campus Placement and was interviewed before Jun 2021. There were 2 interview rounds.
Simple aptitude test
(1 Question)
- Q1. General questions as per your cv
Interview Preparation Tips
- Aptitude
I applied via Company Website and was interviewed before Jul 2021. There were 2 interview rounds.
Attended the codevita competition in final year of college.
(3 Questions)
- Q1. About College Project
- Q2. Some very basics of java
- Q3. Experience of college project as a team
Interview Preparation Tips
I applied via Naukri.com and was interviewed before Nov 2020. There were 5 interview rounds.
Interview Questionnaire
1 Question
- Q1. Leadership principles, Previous experience, Managerial and logical questions
Interview Preparation Tips
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