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Capsitech IT Services ml engineer Interview Questions, Process, and Tips
Capsitech IT Services ml engineer Interview Experiences
1 interview found
I applied via campus placement at Sree Nidhi Institute of Science and Technology, Hyderabad and was interviewed in Sep 2024. There were 2 interview rounds.
Fist round was mix of all topics online mcq's test on aptitude, english,python,java,sql etc
(4 Questions)
- Q1. What are filters in CNN?
- Ans.
Filters in CNN are small matrices used to extract features from input data by performing convolution operations.
Filters are applied to small regions of the input data to detect specific patterns or features.
Each filter slides over the input data and performs element-wise multiplication followed by summation to produce a feature map.
Filters are learned during the training process to capture important features for the ta...
- Q2. What is stack , queue, BST?
- Ans.
Stack, queue, and BST are data structures used in computer science for storing and organizing data.
Stack: Last in, first out data structure. Examples include undo functionality in text editors.
Queue: First in, first out data structure. Examples include printer queues.
BST (Binary Search Tree): Hierarchical data structure where each node has at most two children. Used for efficient searching and sorting.
- Q3. What is meant by MSE?
- Ans.
MSE stands for Mean Squared Error, a common metric used to measure the average squared difference between predicted values and actual values.
MSE is calculated by taking the average of the squared differences between predicted and actual values.
It is commonly used in machine learning to evaluate the performance of regression models.
Lower MSE values indicate better model performance, as they represent smaller errors betw...
- Q4. What is the difference between overfitting and underfitting?
- Ans.
Overfitting occurs when a model learns the training data too well, leading to poor generalization. Underfitting occurs when a model is too simple to capture the underlying patterns in the data.
Overfitting: model performs well on training data but poorly on unseen data
Underfitting: model is too simple and fails to capture the underlying patterns in the data
Overfitting can be addressed by using techniques like regulariza...
Interview Preparation Tips
Skills evaluated in this interview
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(5 Questions)
- Q1. Palindrome code should design
- Ans.
Palindrome code should be designed to check if a given string is the same forwards and backwards.
Create a function that takes a string as input
Remove any spaces and punctuation from the string
Reverse the string and compare it to the original string to check if it is a palindrome
- Q2. Regarding sql topics like joins and acid
- Q3. Project explain and domain
- Q4. Project explain and domain and internal working
- Q5. Oops concepts and coding
Interview Preparation Tips
Software Engineer Interview Questions & Answers
Geekyants Software
Mukul Kaushik
posted on 9 Jan 2025
(2 Questions)
- Q1. Diff btw vite and webpack
- Q2. What is currying in js
(2 Questions)
- Q1. What is currying in javascript?
- Q2. Diff btw webpack and vite
Interview Preparation Tips
I was interviewed in Dec 2024.
(3 Questions)
- Q1. Difference between function and method
- Ans.
A function is a piece of code that is called by name, while a method is a function that is associated with an object.
Functions are standalone blocks of code, while methods are functions that are part of a class or object.
Functions can be called independently, while methods are called on an object.
Functions do not have access to data stored in an object, while methods can access and modify object data.
- Q2. A program related to strings
- Q3. A program related to prime numbers
Software Engineer Interview Questions & Answers
Apmosys Technologies
Anonymous
posted on 16 Dec 2024
Selected
I applied via Campus Placement and was interviewed in Nov 2024. There were 2 interview rounds.
The aptitude test was relatively straightforward, consisting of both aptitude and technical questions, with a difficulty level ranging from easy to medium.
(2 Questions)
- Q1. Was asked to write a code on basic DSA concept
- Q2. Then was asked basic questions on DSA and SQL
Interview Preparation Tips
(2 Questions)
- Q1. Tell me about projects you have worked upon
- Q2. PEP-8 standards
(2 Questions)
- Q1. Architecture of project on which you were working
- Q2. Pandas and Numpy
(2 Questions)
- Q1. Tell me your Current CTC
- Q2. Tell me your Expected CTC
Softwaretest Engineer Interview Questions & Answers
Northcorp Software
Anonymous
posted on 5 Feb 2025
(2 Questions)
- Q1. What is the D/W Rest and GraphQL APIS?
- Q2. REST uses fixes endpoint;..............etc.
Software Engineer Interview Questions & Answers
Thinkitive Technologies
Aditya Gupta
posted on 13 Aug 2024
Selected
I applied via Referral and was interviewed in Jul 2024. There was 1 interview round.
(2 Questions)
- Q1. What is single page application
- Ans.
Single page application is a web application that loads a single HTML page and dynamically updates the content as the user interacts with the app.
SPA uses AJAX and HTML5 to create fluid and responsive user experience.
It eliminates the need for page reloading during use, making it faster and more efficient.
Examples include Gmail, Facebook, and Google Maps.
- Q2. What is state management
- Ans.
State management is the process of managing the state of an application, including data flow, user interface updates, and user interactions.
State management involves storing and updating the state of an application to ensure data consistency.
It helps in managing user interface updates based on changes in the application state.
State management is crucial for handling user interactions and maintaining a seamless user exp...
Skills evaluated in this interview
(1 Question)
- Q1. What is jdk, string related questions, basic java oops questions?
The aptitude test was of moderate level.
It checked on the concepts of oops
(1 Question)
- Q1. How will you deal with tight delivery time.
- Ans.
I will prioritize tasks, communicate effectively with team members, and utilize time management techniques to meet deadlines.
Prioritize tasks based on importance and urgency
Break down tasks into smaller manageable chunks
Communicate effectively with team members to coordinate efforts
Utilize time management techniques such as Pomodoro technique or Agile methodologies
Identify and eliminate any potential roadblocks or bott...
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Capsitech IT Services ml engineer Interview Process
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