Logo

Basic Data Analysis and More: A Guided Tour Using Python

Small book cover: Basic Data Analysis and More: A Guided Tour Using Python

Basic Data Analysis and More: A Guided Tour Using Python
by

Publisher: arXiv
Number of pages: 62

Description:
In these lecture notes, a selection of frequently required statistical tools will be introduced and illustrated. They allow to post-process data that stem from, e.g., large-scale numerical simulations. From a point of view of data analysis, the concepts and techniques introduced here are of general interest and are, at best, employed by computational aid. Consequently, an exemplary implementation of the presented techniques using the Python programming language is provided.

Home page url

Download or read it online for free here:
Download link
(910KB, PDF)

Similar books

Book cover: Inverse Problem Theory and Methods for Model Parameter EstimationInverse Problem Theory and Methods for Model Parameter Estimation
by - SIAM
The first part deals with discrete inverse problems with a finite number of parameters, while the second part deals with general inverse problems. The book for scientists and applied mathematicians facing the interpretation of experimental data.
(17231 views)
Book cover: Introduction to Probability and Statistics Using RIntroduction to Probability and Statistics Using R
by
A textbook for an undergraduate course in probability and statistics. The prerequisites are two or three semesters of calculus and some linear algebra. Students attending the class include mathematics, engineering, and computer science majors.
(10463 views)
Book cover: Lectures on Probability, Statistics and EconometricsLectures on Probability, Statistics and Econometrics
by - statlect.com
This e-book is organized as a website that provides access to a series of lectures on fundamentals of probability, statistics and econometrics, as well as to a number of exercises on the same topics. The level is intermediate.
(14692 views)
Book cover: Probability and StatisticsProbability and Statistics
- UCLA
This book is developed as a free, collaborative and interactive learning environment for elementary probability and statistics education. The book blends information technology, scientific techniques and modern pedagogical concepts.
(18186 views)