Book

Mastering Numerical Computing with NumPy

Mastering Numerical Computing with Python guides you in performing complex computing with cutting-edge coverage on advanced concepts such as exploratory data analysis and clustering algorithms. You'll become an expert in addressing matrix calculations, and write efficient NumPy codes for implementing algorithms with real-world examples.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

8h16m

Language

English

About Book

Who Is This Book For?

Mastering Numerical Computing with NumPy is for you if you are a Python programmer, data analyst, data engineer, or a data science enthusiast, who wants to master the intricacies of NumPy and build solutions for your numeric and scientific computational problems. You are expected to have familiarity with mathematics to get the most out of this book.

Book content

chapters 8h16m total length

Working with NumPy Arrays

Linear Algebra with NumPy

Explanatory Data Analysis of US Housing Data withNumPy Statistics

Predicting Housing Prices Using Linear Regression

Clustering Clients of Wholesale Distributor Using NumPy

Python ML Squad: NumPy, SciPy, Pandas, Scikit-Learn

Advanced Numpy

Overview of High-Performance Numerical Computing Libraries

Performance Benchmarks

Related Resources

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