Statistical Pattern Recognition (CS-0136)

Fall 2025 · CS 0136 · Tufts University · 3 credits · Undergraduate

Statistical foundations and algorithms for machine learning with a focus on Bayesian modeling. Topics include: classification and regression problems, regularization, model selection, kernel methods, support vector machines, Gaussian processes, graphical models. Recommendations: MATH 70 or 72, EE 104 or MATH 165, and CS 40 or CS 105, or graduate standing

Course codes: CS-0136, CS 0136, CS0136, CS-136, CS 136, CS136

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