Nalsoft’s interview was very focused on my experience in data science and analytics. I was asked about my proficiency with Python libraries like TensorFlow, PyTorch, and scikit-learn, as well as my experience with tools like Power BI and Tableau. Questions asked during the interview:
- How do you approach building machine learning models using TensorFlow or PyTorch?
- Can you explain the process you follow for cleaning and preparing data before building a model?
- How do you visualize complex datasets using tools like Tableau or Power BI?
- Can you describe a time when you solved a business problem using data-driven insights?
- How do you evaluate the performance of machine learning models and handle overfitting?
- How do you stay current with new advancements in data science and machine learning?