Python for Data Science - One Weekend

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Python for Data Science - One Weekend


Professional instructors will teach you how to use python effectively. This workshop explores Python's place in the scientific ecosystem, and how the language, with several readily available open-source libraries, can serve as a powerful tool for data analysis.

What are the Topics Covered?

  • Python

    • Basics: Variables and Elementary Types, Operations, Console and Functions

    • Data Structures: Tuples, Lists, Sets, Dictionaries/Maps

    • Control flow statements: if, for, break, continue and else statements, while loops

  • Pandas:

    • Get started with data analysis tools in the pandas library

    • Use flexible tools to load, clean, transform, merge, and reshape data

  • Matplotlib & Seaborn

    • Create informative visualizations with matplotlib

    • Apply the pandas groupby facility to slice, dice, and summarize datasets

    • Analyze and manipulate regular and irregular time series data

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