Application
I applied through a recruiter. I interviewed at Unifytech
Interview Process
The interview had 3 rounds
- Round 1: Coding Question + Project
- Round 2: Coding Question + Machine Learning Basics
- Round 3: Managerial Round
Interview Questions
Round 1: Variation of finding the valley point (https://www.geeksforgeeks.org/find-a-peak-in-a-given-array/amp/) + Project and Thesis.
Round 2: Find all permutations of a given string (https://www.geeksforgeeks.org/write-a-c-program-to-print-all-permutations-of-a-given-string/amp/) + Machine Learning Basics
Machine Learning Questions:
- Explain the Difference Between Classification and Regression.
- What is an F1 score? How would you use it?
- How to Tackle Overfitting and Underfitting?
- How to Handle Outlier Values?
- How do you make sure which Machine Learning Algorithm to use?
- What is Ensemble learning?
- What is the P-value?
- What are Parametric and Non-Parametric Models?
- Explain Correlation and Covariance.
Round 3: Managerial Round
I applied for SDE(ML) position. A day after Managerial Round I got a call from HR and on the same day offer letter was shared.
TIPS: Be strong in basic ML mathematics. All the Best.
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