Introduction
Explore the core concepts of data preprocessing in machine learning using scikit-learn. Understand the distinction between ML engineering and data science, and learn how scikit-learn supports efficient data analysis and input pipeline creation for industry applications.
We'll cover the following...
We'll cover the following...
In this chapter, you'll learn data preprocessing techniques with scikit-learn, one of the most popular frameworks used in data science.
A. ML engineering vs. data science
In industry, there is quite a bit of overlap between machine learning engineering and data science. Both jobs involve working with data, ...