Scope and Structure
Specific chapters for YouTube video search , video recommendation, and event recommendation.
Introduction
Start today. Do not passively browse YouTube. Download his official slides (convert them to PDF), create your own condensed cheat sheet, and load it onto your phone. The next time you have 15 minutes waiting for a coffee, you won't scroll Twitter. You will study the trade-offs between batch prediction and real-time inference.
Having a portable PDF is useless unless you drill with it. Here is a 3-week plan based on Ali Aminian’s recommended schedule: Scope and Structure Specific chapters for YouTube video
You cannot rely on an internet connection 100% of the time. Whether you are commuting on the subway, flying to an on-site interview, or simply going for a run listening to study notes, you need a solution.
: Designing an image-to-image search engine. Download his official slides (convert them to PDF),
I drew the first block. "We need to cast a wide net. I propose using a combination of user-item collaborative filtering and an ANN (Approximate Nearest Neighbor) search using embeddings. We can use Facebook's FAISS library here to retrieve, say, 500 candidates from millions in under 50 milliseconds."