Chapter 3: Packages for Data Manipulation

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


3NumPy exercises

4NumPy exercises: Linear Regression


6Pandas exercises

7Joining data in Pandas

8Joining practice

About this course

This free and interactive course is designed to guide you through the basics of Python programming. The 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 Klymentiev and my primary area of specialization is Data Science. I feel passionate about computational modeling, post-rock, and hiking.