Cleaning Data for Effective Data Science: Doing the other 80% of the work with Python, R, and command-line tools

Key Features

• Master data cleaning techniques necessary to perform real-world data science and machine learning tasks
• Spot common problems with dirty data and develop flexible solutions from first principles
• Test and refine your newly acquired skills through detailed exercises at the end of each chapter

Book Description

Data cleaning is the all-important first step to successful data science, data analysis, and machine learning. I...