Simple Classification you own this product

prerequisites
basic Python • basic mathematics
skills learned
simple classification algorithms • K-nearest neighbors (KNN) • K-means • Naïve Bayes • hierarchical clustering
Rod Stephens
1 week · 4-6 hours per week · INTERMEDIATE
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This liveProject puts you on the front lines at an indie bookstore, where poorly scrawled notes threaten to bring sales to a standstill. Learning classification algorithms from the ground up, you'll use four different and surprisingly simple classifiers to develop an AI solution that turns illegible scribbles into recognizable numbers.

This project is designed for learning purposes and is not a complete, production-ready application or solution.

project author

Rod Stephens

Rod Stephens started out as a mathematician but discovered the fun of algorithms and has been programming ever since. Rod was a Microsoft Visual Basic Most Valuable Professional (MVP) for 15 years, has spoken to user groups and conferences, and has taught introductory programming courses. He has written more than 35 books including Essential Algorithms: A Practical Approach to Computer Algorithms Using Python and C# and Beginning Software Engineering, both of which include material related to this series of liveProjects.

prerequisites

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