COURSE DESCRIPTION In this course on AI and Machine Learning, students learn about the basics of machine learning and use a tool called AI Lab to create machine learning models that can be used in App Lab. The unit starts with an overview of machine learning and how computers can use patterns in data to make decisions and predictions. Then, students learn how to use AI Lab to train models from tabular data while exploring issues of bias. Lessons follow a repeating "unplugged - AI Lab - App Lab" pattern so students are continually exposed to the concepts and tools of machine learning. The chapter culminates in a project where students select from a set of real-world datasets to train a machine learning model and create an app. Students will focus on AI and machine learning topics: Create a machine learning model in AI Lab to solve a problem Use App Lab to create an app that uses their model Understand how machine learning models make decisions from data How machine learning find patterns in data to make decisions
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