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A Practical Guide to Machine Learning with Python

Import Dataset

This lesson teaches the steps to import a CSV file into Python using Pandas.

We'll cover the following...

A quick review of exploratory data analysis (EDA)

As a key part of data inspection, EDAExploratory Data Analysis involves summarizing the salient characteristics of your dataset in preparation for further processing and analysis.

EDA includes understanding the shape and distribution of the data, scanning for missing values, learning which features are most relevant based on correlation, and familiarizing yourself ...