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 one of three projects included in the LP series
End-to-End Deep Learning for Price Prediction. Get the entire LP series for only $49.99.
This project is designed for learning purposes and is not a complete, production-ready application or solution.
book resources
When you start your liveProject, you get full access to the following books for 90 days.
project author
Mark Ryan
Mark Ryan has a Bachelor in Computer Science from the University of Waterloo and an MSc in Computer Science (with a specialty in Artificial Intelligence) from the University of Toronto. As a senior leader for IBM's Db2 relational database, he was immersed in structured, tabular data. Mark is currently a Data Science Manager at Intact Insurance. In addition to deep learning, Mark's interests include chatbots and transformer-based language models.
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
- Novice in Basics of HTML, CSS, and JavaScript
TECHNIQUES
- Invoking deep learning models
- Basic web development
you will learn
In these liveProjects, 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
features
- Self-paced
- You choose the schedule and decide how much time to invest as you build your project.
- Project roadmap
- Each project is divided into several achievable steps.
- Get Help
- While within the liveProject platform, get help from other participants and our expert mentors.
- Compare with others
- For each step, compare your deliverable to the solutions by the author and other participants.
- book resources
- Get full access to select books for 90 days. Permanent access to excerpts from Manning products are also included, as well as references to other resources.