Personalized Real-Time Recommendation Engine

Course Description

This course will introduce basic machine learning and implement personalized recommendations on the AWS cloud platform. The course will refer to the service users based on the Amazon.com platform recommendation-Amazon Personalize. Amazon Personalize will learn from past interaction events of users, such as stay Time, clicks, whether to buy, etc. Combined with other information, such as product information, prices, etc., generate high-quality recommendations for different users.

Course Audience

• IT business decision makers
• IT degree or industry related

Learning Point

• To learn supervised, unsupervised and reinforcement learning
• To learn machine learning pipeline
• To learn Amazon Personalize

1. The challenge of personalized recommendations
2. Common applications and cases
3. Data format restrictions
4. Use predefined Recipes
5. Deploy the best solution

Course Prerequest

• Has been on the course of “Get started with AWS Cloud Technology”