Specialization: Machine LearningInstructor: Geena Kim, Assistant Teaching ProfessorPrior knowledge needed: Calculus, Linear algebra, PythonLearning Outcomes Explain what unsupervised learning is, and ...

In materials science, substances are often classified based on defining factors such as their elemental composition or ...

The k-nearest neighbors classification technique is one of the simplest possible machine learning classification algorithms. In general, k-NN classification is less accurate than other algorithms ...

Fiber-optic ATR-IR spectroscopy enables real-time liver tumor classification during surgery, offering faster and more ...

New research reveals a surprising geometric link between human and machine learning. A mathematical property called convexity ...

The I-Con framework opens new avenues for AI discovery by organizing more than 20 ML algorithms into a unified structure, much like a periodic table for machine learning.