Apr 13, 2025  
2025-2026 Cal State East Bay Catalog (BETA) 
    

BAN 674 - Machine Learning for Business Analytics


Units: 3
Covers key topics in machine learning and their applications to business, including but not limited to, supervised and unsupervised learning, regularization, anomaly detection, and recommender systems.

Prerequisites: BAN 602 or BAN 315.
Possible Instructional Methods: On-ground or Hybrid.
Grading: A-F grading only.
Student Learning Outcomes - Upon successful completion of this course students will be able to:
 

  1. Determine the appropriate machine learning algorithms and techniques in different business situations.
  2. Implement machine learning algorithms and techniques with technological tools such as Python.
  3. Apply machine learning algorithms, techniques and tools to solve business problems.




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