Data scientists spend more than two-thirds of their time cleaning, preparing, exploring, and visualizing Data before it is ready for modeling and mining.
The Data Preparation and exploration methods we include are spreadsheet and statistics package approaches, as well.
This textbook is an excellent companion text for our other textbook Introduction to Biomedical Data Science.
This textbook covers the important steps of Data Preparation and exploration that anyone who deals with Data should know.
Data scientists spend more than two-thirds of their time cleaning, preparing, exploring, and visualizing Data before it is ready for modeling and mining