October 2019
Beginner to intermediate
674 pages
16h 43m
English
Content preview from Mastering pandas - Second Edition
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A Brief Tour of Machine Learning
This chapter will take you on a whirlwind tour of machine learning, focusing on using the pandas library as a tool to preprocess the data used by machine learning programs. It will also introduce you to the scikit-learn library, which is the most popular machine learning toolkit in Python.
In this chapter, we will illustrate machine learning techniques by applying them to a well-known problem about classifying which passengers survived the Titanic disaster at the turn of the last century. The various topics addressed in this chapter include the following:
- The role of pandas in machine learning
- Installing scikit-learn
- Introduction to machine learning concepts
- Applying machine learning—Kaggle Titanic competition ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.