Replicate their dashboard using this dataset
Sr Data Scientist Interview Questions
3,512 sr data scientist interview questions shared by candidates
Coding challenge was related to modeling/attributing "lifts" in web traffic to commercial airings.
There were a few questions, but my favorite by far was the expected number of neighboring points inside an epsilon neighborhood. It had the makings of a good challenge without being totally inaccessible. Lots of fun to run through with the interviewer.
IBM Attrition Prediction case study (Kaggle)
What are the biggest challenges you will be faced with in this job, and how will you overcome them?
What is the most common misconception that people have of you?
Hardest problem you faced, transformer-based questions, deep learning vs tradML
Topics: NLP , Deep Learning, MLOps
Tell me about a 'feather in the cap moment'
Explain forecasting methods, deep learning methods eg LSTM
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