Describe a generic Camera ISP, how would you train an AI model to solve X problem, what are the key steps in the Y algorithm, provide your analysis on this set of pictures, provide solutions to problems discussed previously, explain basic data types in Python, provide the behavior of this block of code
What is a memory efficient representation of an obstacle map?
Describe in detail a data science project you were involved in and what was your contribution. How well did that project perform.
Use the provided excel data to derive insights into the effectiveness of a sales strategy we tested.
classic ml questions
Board design question- social media app
given two population bell shaped with unknown parameters and labels how would you separate the two. general probability questions (likelihood, t-test, LR), RF explanation and former projects.
A Sum of given numbers: method and answer.
What is the probability of a heads if I flip a fair coin? What is the probability of 2 heads if I flip 2 fair coins? What about 10 heads on 10 coin tosses? Please explain the Central Limit Theorem. What is a confidence interval? What is Bayes Theorem? What is the expected value of the difference of 2 uniform distributions between 0 and 1?
How do you see yourself in five years
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