Ace The ML System Design Interview [Part 4] - Data

Data is the foundation of machine learning, and a thorough discussion of data is essential in any machine learning system design interview. Here are the core points from this lesson:

• Discuss labels, features, and data set splitting, understanding the trade-offs involved in each area
• Explore various methods for generating data labels, such as human annotation, synthetic data, and LLMs, while c