1 leetcode + some ML questions + my background
Applied Scientist Interview Questions
1,160 applied scientist interview questions shared by candidates
Find if start string becomes end string. If you change any 1 character and intermediate string should be present in dictionary.
What is the time complexity of Transformers?
- Tell me why you're interested in this domain. - Tell me about relevant projects you've done in this domain. - What implications would a multi-modal generative AI tool have (compared to a unimodal one) and how would you go about mitigating its biases. - Case Study: A company wants to use an AI tool to summarize managers' feedback for employees. How would you "systematically" approach identifying the biases of such a tool?
To describe how to use transactional data to promote online sales
Calculate the number of vehicles passing through a toll
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
What type of model would you use to identify corn fields?
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