Data Mining For Business Analytics
1st Week
2nd Week
Comparision between DMBA and Predictive Modelling
Analytics as a Career
Data Mining Methods
Statistics Vs Analytics
Course Structure
Skill Sets
Statistics
Tools
Domain Knowledge
Structured Thinking
Coggle
SPSS
SAS
EXCEL
R
PYTHON
Career Opportunities in Analytics
Spervised Learning
Un-supervised Learning
Datamining Techniques
Prediction
Association
Classification
Cluster/Segmentation
Data Mining Process
Define The Purpose
Obtain The Data
Explore And Clean The Data
Determine DM Task
Choose DM Methods
Apply Methods, select final model
Evaluate Performance
Deploy