Real-time personalization and recommendation – Amazon Personalize
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 used 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. Then introduce the algorithms provided by Amazon Personalize and how to define hyperparameters and optimization parameters to train the best recommendation model. Finally, students will be guided to use Amazon Personalize to build a movie recommendation system, from data cleaning to model building to personal recommendation practice exercises.
Course Audience
- For users who want to know cloud concept
- 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
-The challenge of personalized recommendations
-Common applications and cases
-Data format restrictions
-Use predefined Recipes
-Deploy the best solution
Course Prerequest
- Has been on the course of “Get started with AWS Cloud Technology”
Course Features
- Lectures 0
- Quizzes 0
- Duration 7 Hours
- Skill level Advanced
- Language Mandarin
- Students 0
- Assessments Yes