Machine Learning
What is Machine Learning?
An overview of the core principles and real-world applications of machin learning,
with a focus on how the discipline differs from traditionalprogram ming paradigms.
Introduction to Machine Learning APIs
A workshop that walks students through how to integrate machine learning functionality
into a web application.Students will learn how to build an image classification webapplication using the Google Cloud Vision API.
Understanding Machine Learning
An in-depth exploration of the fundamental principles ofsupervised machine learning through the interactive activity “A Slice of ML.” Students
will iteratively train andrefine a pizza classification model, building their intuitionsabout key machine learning concepts (feature engineering, training/evaluation, generalization)
along the way.
REQUIREMENTS
No prior math or computer science background is required. Completion of the Innovation
Hub App Factory curriculum is recommended.
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