Look inside
In this liveProject, you’ll deploy a completed deep learning model so that it can be easily used by your clients. You’ll use the Flask Python library to build a web page that will host your model, and use HTML, CSS, and JavaScript to build a simple web interface. Finally, you’ll take your model out into the world by using ngrok to make locally-served web pages available anywhere.
This project is designed for learning purposes and is not a complete, production-ready application or solution.
prerequisites
This liveProject is for intermediate data scientists looking to expand their skill set with applied deep learning capabilities. To begin this liveProject, you will need to be familiar with:
TOOLS
- Intermediate Python
- Beginner pandas
- Novice in Flask
- Novice in ngrok
- Basics of HTML, CSS, and JavaScript
TECHNIQUES
- Invoking deep learning models
- Basic web development
you will learn
In this liveProject, you’ll master all the skills you need to deploy a deep learning model to production for easy use by your clients.
- Create a web server with Flask
- Build a simple interface with HTML and CSS
- Serve deployment web pages
- Make locally served web pages available to users on other systems