Tutorials on Basics
====================

**Suhas Somnath and Chris Smith**

Python, packages, editors, ...
------------------------------
Our sister project, ``sidpy``, has a `list of excellent tutorials <../../sidpy/external_guides.html>`_ on most common topics
such as on reading, using / running and writing code. Tutorials the ones relevant to pycroscopy are listed below.

Data Science
------------
The following tutorials provide an overview of different concepts ranging from data wrangling to statistical and
machine learning:

* Coursera `Machine learning course by Andrew Ng <https://www.coursera.org/learn/machine-learning>`_
* Python for Data Science book `with Notebooks <https://github.com/jakevdp/PythonDataScienceHandbook>`_
* Python `DataCamp <https://www.datacamp.com/courses/tech:python?tap_a=5644-dce66f&tap_s=75426-9cf8ad>`_
* Coursera `Deep Learning specialization by Andrew Ng <https://www.coursera.org/specializations/deep-learning>`_