Mastering Numerical Computing with NumPy

Exploratory Data Analysis of Boston Housing Data with NumPy Statistics

Exploratory data analysis (EDA) is a crucial component of a data science project (as shown in Figure Data Science Process). Even though it is a very important step before applying any statistical model or machine learning algorithm to your data, it is often skipped or underestimated by many practitioners:

Data Science Process (https://en.wikipedia.org/wiki/Data_analysis)

John Wilder Tukey promoted exploratory data analysis in 1977 with his book Exploratory Data Analysis. In his book, he guides statisticians to analyze their datasets statistically by using several different ...