Explain the significance of the ROC curve in machine learning
Discuss a machine learning model you have experience with and its underlying principles.
What algorithms would you use for a classification problem?What algorithms would you use for a classification problem?v
Interview questions [1]
Question 1
Explain the architecture and components of a Convolutional Neural Network (CNN).
2 rounds, both technical in nature. First one was a deep dive into projects, while second one was about past work experience. Both grilled me on various concepts in AI.
Interview questions [1]
Question 1
1. Describe a challenge you overcame in your past internship.
I applied through a recruiter. The process took 1+ week. I interviewed at IBM (Bengaluru) in Feb 2025
Interview
There are a total 3 rounds of interviews i have attended,
1. there were hackerrank test having two sections.
Section 1- having 2 coding questions related to dsa
Section 2- having two MySQL queries
2. they asked me about my project and Python, ml, dl, and related questions in round two.
3, In 3rd round senior manager and one more technical artictat come for the interview, and they asked 2-3 questions and done with interview questions were very genric.
Interview questions [1]
Question 1
Questions. Related to my project
RAG
LLMs
Deep Learning
performance matrics