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Mastering Numerical Computing with NumPy : Master Scientific Computing and Perform Complex Operations with Ease by Mert Cuhadaroglu & Umit Mert Cakmak [Mert Cuhadaroglu] is a nonfiction available to read on EtoBox.

What is Mastering Numerical Computing with NumPy : Master Scientific Computing and Perform Complex Operations with Ease about?

Enhance the power of NumPy and start boosting your scientific computing capabilities Key FeaturesGrasp all aspects of numerical computing and understand NumPyExplore examples to learn exploratory data analysis (EDA), regression, and clusteringAccess NumPy libraries and use performance benchmarking to select the right toolBook DescriptionNumPy is one of the most important scientific computing libraries available for Python. Mastering Numerical Computing with NumPy teaches you how to achieve expert level competency to perform complex operations, with in-depth coverage of advanced concepts. Beginning with NumPy's arrays and functions, you will familiarize yourself with linear algebra concepts to perform vector and matrix math operations. You will thoroughly understand and practice data processing, exploratory data analysis (EDA), and predictive modeling. You will then move on to working on practical examples which will teach you how to use NumPy statistics in order to explore US housing data and develop a predictive model using simple and multiple linear regression techniques. Once you have got to grips with the basics, you will explore unsupervised learning and clustering algorithms,

Who reads Mastering Numerical Computing with NumPy : Master Scientific Computing and Perform Complex Operations with Ease?

Author

Mert Cuhadaroglu & Umit Mert Cakmak [Mert Cuhadaroglu]

Publisher

Packt Publishing Limited

Published

2018

Language

EN

ISBN

9781788993357

Category

nonfiction

Subjects

Language Learning, Science, Computer Science