Machine Learning Interviews by Susan Shu Chang

Author:Susan Shu Chang
Language: eng
Format: epub
Publisher: O'Reilly Media
Published: 2023-11-29T00:00:00+00:00

Python Coding Interview: Data- and ML-Related Questions

Now, let’s dive into the first type of programming/coding interview questions: data- and ML-related questions. These questions focus on using Python, such as using the NumPy and pandas libraries or ML libraries like XGBoost, to code up solutions to interview questions. The main difference between this type of question and the brainteaser/LeetCode questions covered in the next subsection is that this type of question will relate more to what you’d be doing in your day-to-day role in an ML job.

Depending on the type of company you’re interviewing for, these questions may be themed around the company’s product. For example, a social media company could ask a series of questions on how you’d pull information about new user signups, how you’d extract the answers to how active the users have been, and how many users have churned (left) within the last week.

Download

Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.