CRISP-DM
Business Understanding
Business Objectives
Goals of Data Analysis
Data Deployment
Business Value
Data Evaluation
Data Testing
Data Understanding
Collection of Relevant Data
Structure
Unstructured
Semi Structured
Describe Data
Data Dictionary
Explore Data
Verify Data Quality
Completeness of Data
Correctness
Errors in Data
Missing Values
Data Preparation
Select Relevant Data
Integrate Data files
Clean the data
Construct data
Format the data
Data Modelling
Succint
Mathematically sound
Efficient
Easy to use