Authored by two Ex-Facebook employees, Ace the Data Science Interview is the best way to prepare for Data Science, Data Analyst, and Machine Learning interviews, so that you can land your dream job at FAANG, tech startups, or Wall Street.
The interviewers will be interested to test how much you know about the theory behind data science. They'll ask you to explain concepts such as linear regression, logistic regression, decision trees, clustering, and so on. You should also be able to answer questions about the history of data science, including the rise of big data, the advent of cloud computing, and the emergence of new technologies such as deep learning.
Ace the data science interview PDF
201 real Data Science Interview Questions from Facebook, Google, Amazon and more — with detailed steps for solving them! Learn how to break in to Data Science, with tips for crafting your resume, creating awesome portfolio projects, sending out networking cold emails, and much more. Each chapter includes a short crash course on the most important concepts, formulas, and algorithms to review. You'll learn how to solve open-end cases that combine product sense, business intuition, and statistics models, and practice with case studies from Airbnb, Instagram, and Accenture.