Questions about my Take home assignment and machine learning workflow.
Data Scientist Junior Interview Questions
1,122 data scientist junior interview questions shared by candidates
Encoding techniques used in regression
What is the most important thing to consider while working in a technical role?
Technical task, general motivation questions
What is you background?
A shipping company asks you to evaluate how efficient its fleet are using fuel. How would you go about doing that? (e.g. outcome variable, features you'd want) Do you have follow up questions? What kind of model would you use? What metrics would you use to evaluate?
Talk about a time you took initiative in the workplace?
SQL question on a table join with summary functions: count, AVG
Generic questions about behavior and how you work. Project management philosophies, etc. Why Allstate?
Coding challenges that focus on understanding very basic recursive functions, floating point numbers rounding (e.g. exact 1/2 vs. inexact 1/3), coding a very simple KNN algorithm, and writing a SQL query which involved aggregating and joining tables.
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