Business Analytics
(With SAS, R, WEKA, SPSS & Excel)
Module 1: Data Visualization and Summarization
Module 2: Data Preparation and Quality Check
Module 3: Predictive Analytics (Supervised Learning)
Module 4: Advanced Analytics (Unsupervised Learning)
Module 5: Data Mining and Machine Learning
. Model Evaluation Testing
. Error/ Confusion matrices
. ROC
. MAPE
. Lift Curve
. Sensitivity
. Misclassification Rating