Round 1:
Resume shortlist round from pool of applicants. Decent cgpa and resume can anyone get shortlisted easily.
Round 2: Telephonic Discussion
- Self-introduction
- About Projects
- How do you lead your team if you are the leader of a small team
- Asked to schedule an interview
Round 3: Technical Round
- Self-introduction
- Asked me to walk through your resume
- Difference between machine learning and deep learning
- The best algorithm for getting a higher accuracy
- Deep learning applications
- How do you handle the null values?
- Tell me about the pandas, numpy and how you install them.
- What is a hidden layer?
- Difference between RNN and LSTM?
- What is CNN? why it is used for image classification especially?
- What is a K-means Algorithm?
- Tell me what are the clustering algorithms you know?
- How do you increase the model’s accuracy? what are the steps need to follow?
- What is overfitting and underfitting?
- Activation function and its types
- What is a feed-forward neural network?
- What is hyperparameter tuning?
Verdict: After a week got the offer letter through mail.
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