From Python to NumPy
NumPy is one of the most important scientific computing libraries available for Python. This book 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.
| Pages : | /Paperback N/A |
| Size : | HTML |
| File type : | |
| Downloads: | 73 |
| Created: | 2020-08-29 |
| License: | CC BY-NC-SA 4.0 |
| Author(s): | Nicolas P. Rougier |
Others related eBooks about From Python to NumPy
Getting started with Fortran languageDownload free Fortran tutorial course in PDF, training file in 14 chapters and 83 pages. Free unaffiliated ebook created from Stack OverFlow contributor....
RubyFuThis book is a great collection of ideas, tricks, and skills that could be useful for Hack..., download free Ruby tutorial in PDF (281 pages) created by RubyFu ....
Creating Games in C++ : A Step-by-Step GuideCreating Games in C++ : A Step-by-Step Guide,this PDF tutorial teaches You How to Build A Real Game, a complete training course under 600 pages by David Conger and Ron Little....
Csharp programmingDownload C# PDF Tutorial for free, it consisting of 29 chapters and 175 pages covering all the most important C# concepts. This tutorial is intended for beginner programmers, and we recommend you to go through all the chapters, to get the most out of it as possible....
Basic OOP in JavaThis tutorial you will learn the basics of Object-Oriented Programming in Java including class ,methods ,construcstors with some examples....
Modeling and Simulation in PythonThis book is an introduction to physical modeling using a computational approach. It is organized in three parts:...
Object-oriented Programming in C#This is a teaching material about object-oriented programming, illustrated with use of the..., download free C# tutorial in PDF (485 pages) created by Kurt Normark ....
Delphi Advanced Programming TechnologyDownload Delphi Advanced Programming Technology PDF tutorial intended to advanced level users, free training document on 163 pages by Sun Zhao-yun....
Making Games with Python & PygameDownload free course Making Games with Python & Pygame, pdf file on 365 pages by Al Sweigart....
Defensive Database Programming with SQL ServerDownload free course Defensive Database Programming with SQL Server, pdf file on 389 pages by Alex Kuznetsov....