- live coding: write a python script to parse a log file, strip, splitting on string. Use of dictionary to aggregate data. Writing a automated test for the aforementioned code - lead software questions: "Why do you like python?", "Talk me about your projects", "What experience you have with CI?", etc...
- live coding: write a python script to parse a log file, strip, splitting on string. Use of dictionary to aggregate data. Writing a automated test for the aforementioned code - lead software questions: "Why do you like python?", "Talk me about your projects", "What experience you have with CI?", etc...
General ML and DL questions.
3) How do you handle missing data (scenario W.R.Y cancer data)
2) What is Vanishing Gradient and how it works?
CNN - final size of an image after passing through a 3x3 filter without padding Activation function Loss function Gradient descent Decision Tree and Random Forest
What is bagging, how it is connected to random forests?
types of reinforcement learning and formulas for reward
Asked to write out machine learning basics
You get a table that has independent variables and a dependent variable. The dependent variables are for example age, general health status and more. And the dependent variable is whether the person is sick with corona or not. You need to explain which of the columns or combinations of columns best explains the explained variable.
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