Data Analysis with Python & Pandas

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Data Analysis with Python & Pandas, Learn Python for data analysis and visualization by analyzing large datasets. Covering Python 3, Pandas, and Seaborn.

Created by Ardit Sulce

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What Will I Learn?

• Build 10 advanced Python scripts which together make up a data analysis and visualization program.
• Solve six exercises related to processing, analyzing and visualizing US income data with Python.
• Learn the fundamental blocks of the Python programming language such as variables, datatypes, loops, conditionals, functions and more.
• Use Python to batch download files from FTP sites, extract, rename and store remote files locally.
• Import data into Python for analysis and visualization from various sources such as CSV and delimited TXT files.
• Keep the data organized inside Python in easily manageable pandas dataframes.
• Merge large datasets taken from various data file formats.
• Create pivot tables in Python out of large datasets.
• Perform various operations among data columns and rows.
• Query data from Python pandas dataframes.
• Export data from Python into various formats such as TXT, CSV, Excel, HTML and more.
• Use Python to perform various visualizations such as time series, plots, heatmaps, and more.
• Create KML Google Earth files out of CSV files.