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You're reading from  IPython Notebook Essentials

Product typeBook
Published inNov 2014
Publisher
ISBN-139781783988341
Edition1st Edition
Tools
IPython
Concepts
Scientific Computing
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Author (1)
Luiz Felipe Martins
Luiz Felipe Martins
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Luiz Felipe Martins

Luiz Felipe Martins holds a PhD in applied mathematics from Brown University and has worked as a researcher and educator for more than 20 years. His research is mainly in the field of applied probability. He has been involved in developing code for the open source homework system, WeBWorK, where he wrote a library for the visualization of systems of differential equations. He was supported by an NSF grant for this project. Currently, he is an Associate Professor in the Department of Mathematics at Cleveland State University, Cleveland, Ohio, where he has developed several courses in applied mathematics and scientific computing. His current duties include coordinating all first-year calculus sessions.
Read more about Luiz Felipe Martins

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Summary

In this chapter, we covered the objects of pandas, Series and DataFrame, which are specialized containers for data-oriented computations. We discussed how to create, access, and modify these objects, including advanced indexing and slicing operations. We also considered the computational and graphical capabilities offered by pandas. We then discussed how these capabilities can be leveraged to work with a realistic dataset.

In the next chapter, we will learn how to use SciPy to solve advanced mathematical problems of modeling, science, and engineering.

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IPython Notebook Essentials
Published in: Nov 2014Publisher: ISBN-13: 9781783988341
© 2014 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Luiz Felipe Martins

Luiz Felipe Martins holds a PhD in applied mathematics from Brown University and has worked as a researcher and educator for more than 20 years. His research is mainly in the field of applied probability. He has been involved in developing code for the open source homework system, WeBWorK, where he wrote a library for the visualization of systems of differential equations. He was supported by an NSF grant for this project. Currently, he is an Associate Professor in the Department of Mathematics at Cleveland State University, Cleveland, Ohio, where he has developed several courses in applied mathematics and scientific computing. His current duties include coordinating all first-year calculus sessions.
Read more about Luiz Felipe Martins

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