APTPUO-Winter 2027-MEM5300 A (online)
Core
Teaching data mining and predictive analytics techniques to solve business problems, covering algorithms like decision trees, neural networks, and clustering.
Role type
Part-time university professor (data analytics)
Builds
Course curriculum and student learning outcomes in data analytics
Domain
Higher Education / Data Analytics
Deliverable
product features
Required skills
Data mining, predictive analytics, decision trees, neural networks, k-nearest neighbors, clustering, association rules, data preprocessing, IBM SPSS Modeler, CRISP-DM
Preferred skills
RapidMiner, WEKA, Python, R, SQL, business intelligence visual programming
Technologies
IBM SPSS Modeler, RapidMiner, WEKA, Python, R, SQL
Responsibilities
Teach data mining and predictive analytics algorithms, apply techniques to managerial contexts like CRM and marketing, instruct on data preprocessing and model evaluation
Seniority
Part-time, instructional