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