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