Behavioral-Technical Data Science Interview | College Level Questions

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Preparing to interview for a Data science role? Still in college and really want that Data Science Internship? Worried about not landing a full time role post-graduation from college?

These are the concepts and questions that you should know wholeheartedly. If you know these concepts and make it through the resume-screening phase, you should be well on your way to making an excellent candidate!

Note: I've covered these concepts at a very high level, so if you want additional details related to an algorithm or the theoretical process of how the algorithm does what it does, then check out my other videos! I've done a video on each of the concepts I've recommended when preparing for your interview.

Of course all of my interview related questions may not even appear on your interview session; however, just knowing the answers to the algorithmic concepts will put you miles ahead of your nearest competitor.

0:00 - Preparing for your Data Science Interview
1:36 - The utmost Basic Algorithms to know
2:15 - Penalization & Dimension Reduction Algorithms & Clustering
3:25 - High dimensional models & Tree Based Algorithms
5:07 - Addressing Overfitting and Underfitting
6:59 - Explaining the most basic Neural Network

Видео Behavioral-Technical Data Science Interview | College Level Questions канала Spencer Pao