Predictive Analytics Using R and SQL
Explore predictive analytics using R and SQL in this comprehensive conference talk from PASS Data Community Summit. Gain insights into key definitions, concepts, and terminology while discovering successful applications and how predictive analytics integrates into business intelligence environments. Learn about the data science process, methodology approaches, and typical problems encountered. Dive into practical demonstrations covering data profiling, handling missing data, creating partitions, building support vector machines, and testing models. Understand the importance of data preparation, modeling, and various algorithms for classification and prediction. Address common mistakes and challenges in predictive analytics projects, and participate in a Q&A session to deepen your understanding of this powerful analytical approach.