Pythia Resource Gallery

Displaying “video” tags

Your First Python Tutorial

Author: Xdev Team
Affiliation: NCAR

A tutorial for getting started with Python aimed at scientists with experience in at least one other coding language. Designed to teach you Python, not package specific syntax.

pure python video

Unidata MetPy Mondays

Author: Anonymous
Affiliation: Unidata

A weekly video series showing how to use MetPy or other Python libraries to solve problems relevant to geoscience applications.

Intro to Numerical Computing with NumPy

Author: A. Chabot-LeClerc
Affiliation: Enthought

NumPy provides Python with a powerful array processing library and an elegant syntax that is well suited to expressing computational algorithms clearly and efficiently. We'll introduce basic array syntax and array indexing, review some of the available mathematical functions in NumPy, and discuss how ...more

Python for Geosciences

Author: Nikolay Koldunov
Affiliation: Alfred Wegener Institute for Polar and Marine Research

This is a short overview of how Python is used in science and particularly in geosciences targeting people who already know programming (e.g. Matlab).

atmospheric science cartopy climate science course data science matplotlib pandas physical oceanography scipy tutorial video xarray

Your First Python Tutorial - Reading in a .txt File

Author: Project Pythia, Julia Kent
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series designed to teach you Python, not package specific syntax. This lessons covers setting up a work environment and opening a .txt file. The content to follow along with this video is hosted on the Xdev Python Tutorial website.

pure python video

Your First Python Tutorial - Creating a Data Dictionary

Author: Project Pythia, Julia Kent
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series designed to teach you Python, not package specific syntax. This lessons covers creating a data dictionary. The content to follow along with this video is hosted on the Xdev Python Tutorial website.

pure python video

Your First Python Tutorial - Writing Functions

Author: Project Pythia, Julia Kent
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series designed to teach you Python, not package specific syntax. This lessons covers how to write and call functions in Python. The content to follow along with this video is hosted on the Xdev Python Tutorial website.

pure python video

Your First Python Tutorial - Creating Your Own Package

Author: Project Pythia, Julia Kent
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series designed to teach you Python, not package specific syntax. This lessons covers how to create and call modules and packages. The content to follow along with this video is hosted on the Xdev Python Tutorial website.

pure python video

Your First Python Tutorial - Using a Built-In Package and Publishing Your Package

Author: Project Pythia, Julia Kent
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series designed to teach you Python, not package specific syntax. This lessons covers how to use your first external buil-in package, `math`, and how to publish your package. The content to follow along with this video is hosted on the Xdev Python Tutorial website.

pure python video

Python Tutorial Seminar Series - Jupyter Notebooks

Author: Project Pythia, Kevin Paul
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series introducing JupyterLab and Jupyter Notebooks.

Python Tutorial Seminar Series - Numpy

Author: Project Pythia, A Kootz
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series introducing the Python Package `numpy`. The content to follow along with this video is hosted on this Numpy Google Collab.

Python Tutorial Seminar Series - Matplotlib

Author: Project Pythia, Anissa Zacharias
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series introducing the Python Package `matplotlib`. The content to follow along with this video is hosted on this Matplotlib Tutorial GitHub Repository.

data visualization matplotlib video

Python Tutorial Seminar Series - Object Oriented Programming

Author: Project Pythia, A Kootz
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series introducing Object Oriented Programming. The content to follow along with this video is hosted in this Object Oriented Programming Tutorial GitHub Repository.

Python Tutorial Seminar Series - Cartopy

Author: Michaela Sizemore, Project Pythia
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series introducing the Python Package `cartopy`. The content to follow along with this video is hosted in this Cartopy Tutorial GitHub Repository.

cartopy data visualization matplotlib video

Python Tutorial Seminar Series - Git and GitHub

Author: Project Pythia, Kevin Paul
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series introducing the tools Git and GitHub. The content to follow along with this tutorial is hosted in this Git and GitHub Demo GitHub Repository.

Python Tutorial Seminar Series - Pandas

Author: Project Pythia, Max Grover, Drew Camron
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series introducing the Python Package `pandas`. The content to follow along with this video is hosted in this Pandas Tutorial GitHub Repository.

Python Tutorial Seminar Series - Xarray Part 1

Author: Project Pythia, Anderson Banihirwe
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series introducing the Python Package `xarray`. This is the first lesson of a two part series. The content to follow along with this video is hosted in this Xarray Tutorial GitHub Repository.

Python Tutorial Seminar Series - Xarray Part 2

Author: Project Pythia, Anderson Banihirwe
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series introducing the Python Package `xarray`. This is the second lesson of a two part series. The content to follow along with this video is hosted in this Xarray Tutorial GitHub Repository.

Python Tutorial Seminar Series - Dask Part 1

Author: Project Pythia, Anderson Banihirwe
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series introducing the Python Package `dask`. This is the first lesson of a two part series. The content to follow along with this video is hosted in this Xarray Tutorial GitHub Repository.

Python Tutorial Seminar Series - Dask Part 2

Author: Project Pythia, Anderson Banihirwe
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series introducing the Python Package `dask`. This is the second lesson of a two part series. The content to follow along with this video is hosted in this Xarray Tutorial GitHub Repository.

Python Tutorial Seminar Series - Plotting with GeoCAT

Author: Project Pythia, Anissa Zacharias
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series introducing advanced plotting techniques and highlighting tools developed by GeoCAT. The content to follow along with this video is hosted in this Plotting with GeoCat GitHub Repository.

data visualization geocat-viz video

Python Tutorial Seminar Series - GeoCAT-Comp

Author: Project Pythia, A Kootz
Affiliation: NCAR

Recording from the Python Tutorial Seminar Series introducing `geocat-comp`. The content to follow along with this video is hosted in this GeoCat-Comp GitHub Repository.

geocat-comp video