For 30 min phone screen. Talk about your past project, then interview grills on the popular machine learning algorithms. Make sure you prepare well the math and intuition behind the algorithms For take home project, they gave a problem statement pertaining to their business and a dataset. I cannot discuss the details of this project but it was based on common application of NLP
Very detailed and specific questions regarding machine learning, data science and Python. Half of these questions you will never learn even after working in this field 5 years.
They asked me some questions about Machine Learning and 1 question about my english skills
Tell me about a time that you had information you couldn't tell your employees. How did you handle that?
Describe one of you most favrouite/chanllenges projects
How did you do data preprocessing, hyperparameter tuning and which evaluation metrics did you use in your application.
What is the Bias Variance Tradeoff
There are went many question.
Write down in pseudo code a routine to determine if a sequence of numbers contains a number N which is repeated N times. Analyse the computational complexity of what your first proposed solution and try to think about improvements
Live coding sessions on complexity of data strctures.
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