Скачать или смотреть Python Programming Tutorial for SAS Data Analysis 1/3

This video is the first of three parts of a programming tutorial on using Python for data analysis of small-angle scattering measurements (SAS) such as SAXS (with X-Rays), SANS (with neutrons) or other variants. It was recorded during the 'Better with Scattering' SAXS/WAXS Workshop for Nano-Materials in 2021 at BAM: https://www.bam.de/Content/EN/Events/...

This video covers the following topics:

Working with Jupyter Notebooks
Quick Intro to Python
Data Structures
Plotting
Functions
Files and Folders

With the following chapters:

0:00 Overview
3:51 JupyterLab online
4:58 How to get Python running locally
6:30 Course material
7:20 Where to find documentation
9:30 Google Colaboratory
10:55 Code cells: hello world
12:47 Text cells with formatting
15:55 Data types
21:05 Modules
25:07 Lists and Arrays
33:40 Dictionary
36:05 Plotting
42:15 numpy for generating numbers
49:22 Functions
56:40 Outlook on part 2

/// COURSE MATERIAL on GitHub

https://github.com/BAMresearch/jupyte...

/// TOOLS

Project Jupyter ➡ https://jupyter.org
Pure Python Interpreter ➡ https://www.python.org
Anaconda Package with Jupyter Lab ➡ https://www.anaconda.com/products/ind...

/// DOCUMENTATION

Python and builtins ➡ https://docs.python.org/3/library/
Numpy ➡ https://numpy.org/doc/stable
Pandas ➡ https://pandas.pydata.org/pandas-docs...
Matplotlib ➡ https://matplotlib.org/stable