AI with Python
An applied AI track introducing machine learning concepts and model-building projects such as regression, classification, NLP, and neural networks.
Courses
This AI for Kids course introduces children to the fundamentals of artificial intelligence in a fun and engaging way. It covers key concepts like machine learning, data, and algorithms through interactive activities and games. Kids learn how AI is used in everyday life and get hands-on experience with simple coding projects.
Outcomes
After completing this course, students will be able to understand the role of data in AI while considering ethical implications like privacy and bias; understand and apply the steps required to build an AI system; grasp the concept of regression and identify patterns in data; classify numeric data using machine learning techniques and understand accuracy and training hyperparameters; implement image classification models; understand the basics of natural language processing (NLP); and comprehend the fundamentals of neural networks and how they function.
Prerequisite: Kids & Codes students who had successfully passed the Python Programming Track
Tools: MU IDE, https://codewith.mu/en/download, Pictoblox, Machine Learning for Kids, Zoom
Hardware: A computer with good internet access and a working webcam