Python AI App Development & AWS Deployment

This course is a school-year-long course with 31 classes.

Your child will develop an artificial intelligence web application that recognizes and categorizes images with Python and Keras, and learn the fundamentals of AI known as deep learning or convolutional neural network. Your child will also learn file access, image handling, Flask framework, HTML, and CSS, and fundamentals of the Internet such as TCP/IP protocol, port, and DNS.

Then, your child will set up a Linux (Ubuntu) server on Amazon AWS cloud to deploy the application from scratch, deploy the application with git, a resource management system. Your child also learns git-based version control and deployment.
This program can be a great project for college applications with additional domain name registration.

Your child will experiment with whole Dev-Ops steps and learn a large part of AP-Computer Science!

Your child will develop a deep neural network-based AI model, a convolutional neural network (CNN) with Keras on top of Tensorflow, and train the AI model while learning how to design CNN and how it works.
Then, your child will develop a web application that uses the AI model while learning Flask Framework and git-based resource management with industry-standard Github.
In the last part of this course, your child will set up Linux (Ubuntu) server on Amazon AWS from scratch, set up a firewall, and migrate the AI web application to publish it. In this process, your child will learn OSI's seven layers, how the Internet works, IP, TCP/UDP, and major protocols such as HTTP and DNS.

This course will not have a class in the Thanksgiving week, from Dec. 18th - Jan. 1st, the week of Feb. 21st, and the week of April 11th.