This public link is valid for 7 days and shares a thread, including any personal information you added. This link or copies made by others cannot be deleted. If you share with third parties, their policies apply. Can’t copy the link right now. Try again later.
(PR-AUC) due to highly imbalanced target classes. Strategic Tips for Interview Success
What (e.g., Senior, Staff, Principal) are you interviewing for? This public link is valid for 7 days
Feature engineering is often where candidates win or lose the interview.
This practical knowledge is captured in his seminal work, co-authored with Alex Xu. Often described as an insider's guide , this book has been recognized for its immense value, reaching the #1 spot in its Amazon category and remaining on the bestseller list for over 20 months, with translations available in multiple languages. It has earned praise from industry professionals, including a Google data scientist who called it "an essential resource" and a Block ML engineer who lauded it for providing "highly relevant, in-depth insights". Can’t copy the link right now
Mastering the Machine Learning System Design Interview: A Deep Dive into Ali Aminian’s Guide (PDF/Portable Format)
Transaction velocity, geographical anomalies, historical behavioral baselines. Strategic Tips for Interview Success What (e
The book serves as a practical handbook for those who understand ML basics but struggle with production-level architecture. It is organized into clear, digestible chapters that cover:
Which (e.g., Search Ranking, Ad Click Prediction, Self-Driving Perception) are you preparing for?