: Building personalized feeds for platforms like YouTube or news apps. Why It Is Highly Rated
: Design pipelines to transform raw data into usable features for training and real-time inference. machine learning system design interview ali aminian pdf
: Returning visually similar images using embedding generation and contrastive learning . : Building personalized feeds for platforms like YouTube
: Detecting harmful content at scale on social media sites. machine learning system design interview ali aminian pdf
: Set up observability for both operational metrics (throughput) and ML-specific metrics like data and concept drift.
: Evaluate online vs. batch serving and infrastructure choices like containers or serverless functions to meet latency requirements .