Ingestion, storage, and processing of massive training datasets.
What kind of data is accessible, and do we have labeled data? 2. Framing the ML Problem machine learning system design interview pdf alex xu
Monitor for Data Drift (changes in input data distribution) and Concept Drift (changes in the relationship between input features and target labels). System Design Interview
While Alex Xu’s first book, System Design Interview , became the bible for backend engineering interviews, it left a gap for the rapidly growing field of Machine Learning. ML interviews are notoriously difficult because they sit at the intersection of software engineering, data science, and product intuition. and product intuition.