CS 52540 - Data Mining, Machine Learning And Statistical Analysis

Prerequisite(s): CS 44200 FOR LEVEL UG WITH MIN. GRADE OF C AND STAT 40001 FOR LEVEL UG WITH MIN. GRADE OF C

Credit Hours: 3.00. This course combines computer science algorithms and statistics analysis for data mining and machine learning. The course introduces rule-based decision tree systems, statistical learning, supervised and unsupervised learning, and multi-layer Neural Networks deep learning. Students will do modeling with C5, Neural Networks and R, and implement multiple algorithms in the programming languages C and Python. Typically offered Fall.

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