CSA320 — Advanced Data Science
CSA 320 - Advanced Data Science CSA 320 - Advanced Data Science Description: Advanced data analytics techniques to reveal insights from real-world data at scale by mastering best practice methodologies. Focus on interpreting findings, identifying issues, and communicating data-based solutions to organizational priorities through robust visual and analytical capabilities. (1, 4, 5) Apply predictive modeling techniques like regression, forecasting, machine learning, and neural networks to drive decisions. (2,6) Design analytical dashboards synthesized from statistical, temporal, spatial, and customized analytics. (4, 5) Assess analytics methodology assumptions and data quality issues. (1, 2, 3) Recommend prescriptive analytics and optimization approaches aligned to business
Prerequisites: CSA110, CSA214