1.6 KiB
Build a Cuisine Recommender Web App
In this lesson, you will build a classification model using some of the techniques you have learned in previous lessons and with the delicious cuisine dataset used throughout this series. In addition, you will build a small web app to use a saved model, leveraging Onnx's web runtime.
One of the most useful practical uses of machine learning is building recommendation systems, and you can take the first step in that direction today!
🎥 Click the image above for a video: Andrew Ng introduces recommendation system design
Pre-lecture quiz
In this lesson you will learn:
Introduction
Describe what will be covered
Notes
Prerequisite
What steps should have been covered before this lesson?
Preparation
Preparatory steps to start this lesson
[Step through content in blocks]
[Topic 1]
Task:
Work together to progressively enhance your codebase to build the project with shared code:
code blocks
✅ Knowledge Check - use this moment to stretch students' knowledge with open questions
[Topic 2]
[Topic 3]
🚀Challenge
Add a challenge for students to work on collaboratively in class to enhance the project
Optional: add a screenshot of the completed lesson's UI if appropriate