September 2019
Intermediate to advanced
528 pages
14h 24m
English
Content preview from Machine Learning in the AWS Cloud
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Chapter 3Data Visualization with Python
WHAT'S IN THIS CHAPTER
- Introduction to Matplotlib
- Learn to create histograms, bar charts, and pie charts
- Learn to create box plots and scatter plots
- Learn to use Pandas plotting functions
In the previous chapter, you learned about techniques to explore data and perform feature engineering with NumPy, Pandas, and Scikit-learn. In this chapter you will learn to use Matplotlib to visualize data. Data visualization helps to understand the characteristics and relationships between the features during the data exploration phase but becomes particularly important when you are dealing with very large datasets that have several hundreds of features.
- NOTE To follow along with this chapter ensure you have installed ...
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