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Stylumia Computer Vision Intern Interview Questions and Answers
Stylumia Computer Vision Intern Interview Experiences
1 interview found
Shubham Latpate
I applied via LinkedIn and was interviewed in Feb 2024. There were 3 interview rounds.
Kaggle challenge on Image classification with noisy labels
(3 Questions)
- Q1. What is softmax loss? Why can't it be used in hidden layers?
- Ans.
Softmax loss is a function used in classification tasks to calculate the probability distribution of classes. It cannot be used in hidden layers due to its non-differentiability.
Softmax loss is used in the output layer of neural networks for multi-class classification tasks.
It calculates the probability distribution of classes by normalizing the output scores using the softmax function.
Softmax loss is not used in hidde...
- Q2. Explain previous projects in Machine Learning
- Ans.
Developed a project using convolutional neural networks for image classification.
Implemented CNN architecture for image classification tasks
Used popular frameworks like TensorFlow or PyTorch
Trained the model on large datasets like CIFAR-10 or ImageNet
- Q3. Bias variance tradeoff
Interval scheduling problem from DP
Interview Preparation Tips
Skills evaluated in this interview
Interview questions from similar companies
Anonymous
(2 Questions)
- Q1. Introduce yourself
- Ans.
I am a dedicated and experienced professional with a background in marketing and a passion for driving results.
Experienced in marketing strategies and campaigns
Strong track record of achieving goals and targets
Passionate about driving results and exceeding expectations
- Q2. Strengths and weaknesses
Selected
I applied via Campus Placement and was interviewed before Aug 2023. There was 1 interview round.
General mathematics, english and coding
Selected
I applied via Referral and was interviewed before Feb 2023. There were 2 interview rounds.
45 mins, Basic aptitude , comprehension and decision making questions
(1 Question)
- Q1. Questions related to databases, DSA - medium, SQL Queries
I applied via Campus Placement and was interviewed in Jun 2022. There were 5 interview rounds.
50 mcq were asked in 12 mins. Most of the candidates qualified this round.
3 coding questions of basic DSA were asked. Also few mcqs from Operating System, Networking and DBMS.
(3 Questions)
- Q1. The technical round was of 40 mins. 3 standard questions from DSA were asked for which only approach was enough. Questions were from string, array and tree- Rotated string, Lowest common ancestor, etc.
- Q2. Project related discussion regarding my role in the team.
- Q3. A few HR questions related to family background. Why not go for higher studies like the rest of my family. Had to convince him that I saw more growth in working for an organisation.
(1 Question)
- Q1. My introduction then, standard HR questions like where do i see myself in coming yrs, why do i want to join the company, etc. It lasted 10 mins
Interview Preparation Tips
- DSA
- DBMS
- OS
- Networking
- Project
Selected
I applied via Naukri.com and was interviewed before Oct 2022. There were 4 interview rounds.
15 minutes test.
50 questions
easy questions
Management , Leadership , Character Type questions
2 coding questions
resume grilling
easy medium questions
(2 Questions)
- Q1. Time management questions
- Q2. Toughest project you work upon
(1 Question)
- Q1. Medium leetcode
(1 Question)
- Q1. Regarding experience
(1 Question)
- Q1. General behavioural question
Selected
I applied via Instahyre and was interviewed before Sep 2023. There was 1 interview round.
If its for the SDE 1 , mostly they will start with javascript fundamentals and deep dive in the hard topics
Interview Preparation Tips
- Hld
- Performance optimization
Interview Questionnaire
3 Questions
- Q1. Why should we hire you?
- Q2. What are your weaknesses?
- Q3. What are your goals
Interview Preparation Tips
Be prepared
Display confidence during interview
crunchyprosciutto
I applied via Naukri.com and was interviewed in May 2021. There were 4 interview rounds.
Interview Questionnaire
4 Questions
- Q1. Explain the difference b/w quick sort and merge sort ?
- Ans.
Quick sort is a divide and conquer algorithm that sorts the array by selecting a pivot element and partitioning the other elements around it. Merge sort is also a divide and conquer algorithm that divides the array into two halves, sorts them separately and then merges them.
Quick sort has an average time complexity of O(n log n) while merge sort has a time complexity of O(n log n) in all cases.
Quick sort is an in-place...
- Q2. System Design for Naukri.com platform
- Ans.
System design for Naukri.com platform
Identify user requirements and design the system architecture accordingly
Use scalable and reliable technologies for high traffic handling
Implement features like job search, job posting, resume upload, etc.
Ensure data security and privacy of users
Integrate with third-party services like payment gateways, social media platforms, etc.
- Q3. ADD two numbers (Linked List ) / leetcode question
- Q4. Highest subset sum subarray ?
- Ans.
Highest sum of contiguous subarray in an array
Use Kadane's algorithm to find the maximum sum subarray
Initialize max_so_far and max_ending_here to 0
Loop through the array and update max_ending_here and max_so_far
Return max_so_far as the highest subset sum subarray
Interview Preparation Tips
Skills evaluated in this interview
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Stylumia Computer Vision Intern Interview Process
based on 1 interview
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