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Feature Engineering for Machine Learning

8 Top Books on Data Cleaning and Feature Engineering

By Jason Brownlee on June 30, 2020 in Data Preparation 21

Data preparation is the transformation of raw data into a form that is more appropriate for modeling. It is a challenging topic to discuss as the data differs in form, type, and structure from project to project. Nevertheless, there are common data preparation tasks across projects. It is a huge field of study and goes […]

Java Machine Learning

By Jason Brownlee on December 10, 2020 in Machine Learning Resources 47

Are you a Java programmer and looking to get started or practice machine learning? Writing programs that make use of machine learning is the best way to learn machine learning. You can write the algorithms yourself from scratch, but you can make a lot more progress if you leverage an existing open source library. In […]