» » Introduction to Data Analysis with Python

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  • Author: BaDshaH
  • Date: 17-12-2015, 09:08
17-12-2015, 09:08

Introduction to Data Analysis with Python

Category: Tutorials

If you're going to wk with big data, you'll probably be using R Python. And if you're using Python, you'll be definitely using Pandas and NumPy, the third-party packages designed specifically f data analysis. This course provides an opptunity to learn about them. Michele Vallisneri shows how to set up your analysis environment and provides a refresher on the basics of wking with data containers in Python. Then he jumps into the big stuff: the power of arrays, indexing, and DataFrames in NumPy and Pandas. He also walks through two sample big-data projects: one using NumPy to analyze weather patterns and the other using Pandas to analyze the popularity of baby names over the last century. Challenges issued along the way help you practice what you've learned.
Topics include:
Writing and running Python in iPythonUsing Python lists and dictionariesCreating NumPy arraysIndexing and slicing in NumPyDownloading and parsing data files into NumPy and PandasUsing multilevel series in PandasAggregating data in Pandas

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