1. Explain Linear regression? 2. Python code assessment
Lead Data Scientist Interview Questions
344 lead data scientist interview questions shared by candidates
What kind of projects have you done previously at work?
Tell me about your self, write lambda expression for Fibonacci series . Print the first repeating letters.
What did you like about this role?
System design questions (e.g. how would you design a particular data pipeline)
four types of matrix multiplication difference between linear transformation and matrix multiplication why minimize cross entropy and not square of error why iterative gradient decent and not closed form solutions for neural networks why ensemble solutions are robust what are auto regressive processes why solution of linear program is on edges how to optimize a function that is not analytical how tensor-flow compute gradients efficiently
- Why would you like to apply for the role?
1. How do you implement and deploy Data Science models in scale. 2. Use-cases of Gen AI and NLP impacting business processes.
Why do you want to join Siemens? Tell an example were you demonstrated a growth mindset.
Machine learning, data science and behavioural questions, in general. I also received web-related questions, such as what happens when you type in an URL into the browser and hit Enter? Or what is REST about?
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