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: | 72 |
| Created: | 2020-08-29 |
| License: | CC BY-NC-SA 4.0 |
| Author(s): | Nicolas P. Rougier |
Others Python Tutorials
Test-Driven Development with Python
Make Games with Python on Raspberry Pi
Others related eBooks about From Python to NumPy
Xamarin.IOS tutorial in PDFDownload free Xamarin.IOS tutorial course in PDF, training file in 23 chapters and 95 pages. Free unaffiliated ebook created from Stack OverFlow contributor....
Python for You and MeThis is a simple book to learn Python programming language, it is for the programmers who are new to Python....
Assembly language tutorial in PDFDownload free Assembly language tutorial course in PDF, training file in 6 chapters and 29 pages. Free unaffiliated ebook created from Stack OverFlow contributor....
Python tutorial for professionalsDownload free Python tutorial course in PDF, training file in 201 chapters and 816 pages. Free unaffiliated ebook created from Stack OverFlow contributor....
I Love RubyDownload free course I Love Ruby, pdf file on 314 pages by Karthikeyan A K....
First Semester in Numerical Analysis with JuliaThis book presents the theory and methods, together with the implementation of the algorithms using the Julia programming language (version 1.1.0). The book covers computer arithmetic, root-finding, numerical quadrature and differentiation, and approximation theory. ...
Rexx Programmer's ReferenceDownload free course Rexx Programmer's Reference, pdf file on 723 pages by Howard Fosdick....
C++ Pointers and MemoryThis document explains how pointers and memory work and how to use them—from the basic concepts through all the major programming techniques. For each topic there is a combination of discussion, sample C code, and drawings....
Essential KotlinThis book written to provide clear and concise explanation of topics for programmers both starting to learn the Kotlin programming language as well as those diving in more complex topics. Most examples are linked to online playground that allows you to change the code and re-run it....
Interpretable Machine LearningDownload free course Interpretable Machine Learning, pdf file on 312 pages by Christoph Molnar....