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Applied Scientist Interview Questions
1,182 applied scientist interview questions shared by candidates
1. Questions on Dynamic Programming. 2. Machine Learning 3. MLOPS
Describe PCA , Regression, regression metrics, logistic regression, bias variance tradeoff, regularization techniques
To describe how to use transactional data to promote online sales
Explain Machine Learning algorithms like Kmeans clustering , Linear regression and algos specific to predictive modelling . How to choose no of clusters in K means
Case studies 1. You client is retailer store owner like DMart (offline online store) , the store's sales for softdrinks have done down 15% from last quarter. What can be possible reasons for this and steps to tackle each cause. 2. You are running amazon like platform. How will you choose your Top100 'gold' customers to whom you will give rewards like discounts and coupons etc.
Project work done in previous companies
Calculate the number of vehicles passing through a toll
What type of model would you use to identify corn fields?
How would you build a machine learning algorithm to recognize dog or cat sounds?
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