Home » Programming » Mastering Python Scientific Computing

Mastering Python Scientific Computing

Mastering Python Scientific Computing

  • Author : Hemant Kumar Mehta
  • Year : 2015
  • Pages : 300
  • File size : 3.37 MB
  • File format : PDF
  • Category : Programming, Python

Book Description:

In today’s world, along with theoretical and experimental work, scientific computing has become an important part of scientific disciplines. Numerical calculations, simulations and computer modeling in this day and age form the vast majority of both experimental and theoretical papers. In the scientific method, replication and reproducibility are two important contributing factors. A complete and concrete scientific result should be reproducible and replicable. Python is suitable for scientific computing. A large community of users, plenty of help and documentation, a large collection of scientific libraries and environments, great performance, and good support makes Python a great choice for scientific computing.

At present Python is among the top choices for developing scientific workflow and the book targets existing Python developers to master this domain using Python. The main things to learn in the book are the concept of scientific workflow, managing scientific workflow data and performing computation on this data using Python.

The book discusses NumPy, SciPy, SymPy, matplotlib, Pandas and IPython with several example programs.

Download eBook


eBooks in the same categorie :

Prometheus: Up & Running

Download free Prometheus: Up & Running eBook in PDF

Get up to speed with Prometheus, the metrics-based monitoring system used by tens of thousands of organizations in production. This practical guide pr

Expert F# 4.0, 4th Edition

Download free Expert F# 4.0, 4th Edition eBook in PDF

Learn from F#’s inventor to become an expert in the latest version of this powerful programming language so you can seamlessly integrate functio

Practices of the Python Pro

Download free Practices of the Python Pro eBook in PDF

Professional developers know the many benefits of writing application code that’s clean, well-organized, and easy to maintain. By learning and f

Spring Python 1.1

Download free Spring Python 1.1 eBook in PDF

The book is an introduction to Spring Python. It starts with simple practical applications, moving on to more advanced applications with two advanced

Mastering Large Datasets with Python

Download free Mastering Large Datasets with Python eBook in PDF

Modern data science solutions need to be clean, easy to read, and scalable. In Mastering Large Datasets with Python, author J.T. Wolohan teaches you

Python Geospatial Analysis Essentials

Download free Python Geospatial Analysis Essentials eBook in PDF

Python is a highly expressive language that makes it easy to write sophisticated programs. Combining high-quality geospatial data with Python geospati

Starting Out with Python, 2nd Edition

Download free Starting Out with Python, 2nd Edition eBook in PDF

In Starting Out with Python ®, Second Edition Tony Gaddis’ evenly-paced, accessible coverage introduces students to the basics of programming and p