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Chapter 3: Packages for Data Manipulation

Here we will introduce two main packages for working with data. We are going to see how we can use NumPy to perform linear algebra calculations and how to perform data manipulations on tabular data using Pandas.

1How to import the package

2NumPy

3NumPy exercises

4Pandas

5Pandas exercises

6Joining data in Pandas

7Joining practice

About this course

This free and interactive course is designed to guide you through the basics of Python programming. Course covers most of the topics to get you started, including the basics of programming, working with packages like NumPy or Pandas for data manipulation, making human readable plots and working with data in different formats.

About me

My name is Ruslan and I am a Master's student in Neuroscience with background in Data Science. I feel passionate about computational neuroscience, post-rock and hiking.