Round 1:
It is an Aptitude round that is on the mocha platform. This round consists of four sections namely.
- Quant
- Logical
- Coding Question (3 Python + 3 SQL Queries)
Round 2:
Based on your performance you are eligible for the interview round. The interview is scheduled after 1 week of the exam, and we get our mails of the interview 2 days before.
The interview was scheduled in the Dadar Office. In an interview there are also three sections first they will ask you questions regarding Python Technical Questions and Oops Concepts, then they will ask questions on Machine Learning Concepts and Deep Learning then on Database i.e SQL. Also, they asked about projects which I have worked on.
The interviewer was on time, and he told me his name and told me that he was going to take L1, then the L2 round was scheduled.
Here is my whole Interview:
Round 1:
- Introduce yourself.
- Asked about my Machine learning project. what is the purpose and which technology do we use?
- What are generators? what is the use case of it?
- Difference between shallow copy and deep copy? with an example?
- What is lambda expressions?
- What is list and dict compression?
- What is oops? what are class and objects?
- 4 pillars of OOPS? with an example of each?
- What is normalisation? what is the need for doing this?
- Explain 1NF, 2NF, 3NF, 4NF and 5NF?
- What is the use of using indexes?
- Types of indexes?
- Tell me the use case of using procedures.
- Syntax of procedures?
- Write the query to join 3 tables.
- Different types of joins?
- What is a regression in ML?
- What is a confusion matrix?
- What are accuracy, precision, and recall?
- When to use recall?
- One Scenario-based question. Suppose u want to predict the price of the cubicle. What features will u consider for it?
- Which are the correlated features are there?
- What is CNN?
- Explain your Deep Learning project in detail.
- Difference between ML and DL?
- Do you know what is pre-trained machine learning models?
- Do you have any idea of NLP?
- Do you want to ask any questions??
Round 2:
- Tell me about yourself.
- What are your hobbies? I told them about cricket and I also love to watch action movies.
- he asked are you following the India vs Pakistan match? on (14th Oct 2023) I said yes…then he asked me the score I said 191 all out of Pakistan’s
- favorite movies.
- Rate yourself in Python SQL machine learning.
- What is a garbage collector in Python?
-
Coding:
Input: [“Ankur”,”Tejas”,”Yash”]
Output: [[a,u],[e,a],[a]]
[[n,k,r],[T,j,s],[Y,s,h]]
- Implement Class Stack? Provide functions such as push, pop, is empty?
- Some questions from machine learning? what is cnn, ann?
- What is lasso and ridge?
- Do you want to ask any question??
The interview is easy you just need to know about the basics of new technologies, your project, and NeoSOFT. I hope you liked the experience if you like it don’t forget to comment.