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.