Data Requirements for Data Analytics Projects

Data

• Dataset Characteristics

•Large Scale, Real, Representative, Relevant Features, balanced classes, unit relevant

• Adapting data/dataset for the project

•Clean, normalize/standardize, bring more data, and bring more data of the missing type

• Data Suitability for the project

• Check for R Square Measure

• Check for Bias, Variance,

• Do Exploratory Analysis

• Initial and Exploratory Analysis

Data Analytics, Machine Learning, Data Science