Machine Learning System Design: Building Scalable AI Solutions
This is help to Learn how to approach machine learning system design.
We will learn how to approach machine learning system design from a top-down design approach
Overview:
Learn how to approach machine learning system design.
Most major companies, such as META, Google, Amazon, etc., expect their ML developers to have a solid engineering foundation and know about the standard development cycle of ML.
Module Objectives:
Learn how to approach machine learning system design.
Learn about the problem statement and metrics for building a video recommendation system.
Learn about the problem statement and metrics for building a feed ranking system.
Learn about the problem statement and metrics for building an ad click prediction machine learning system.