Instructor-led training
Advanced Data Processing using Python Training in Middletown, New York
Python Programming training from Hartmann Software Group, delivered onsite in Middletown, New York or live online.
What you'll learn
The focus will be on advanced data processing and the use of scientific libraries (e.g. numPy, Panda, SciPy, Jupyter Notebooks, etc.)
Prerequisites
A basic knowledge of Python is necessary.
Course Outline
Data Structures
NetCDF4-Python
PyGrib
NumPy
- NumPy basics
- Creating arrays
- Indexing and slicing
- Large number sets
- Transforming data
- Advanced tricks
Pandas
- pandas overview
- Series
- Dataframes
- Reading and writing data
- Data alignment and reshaping
- Fancy indexing and slicing
- Merging and joining data sets
Analytics and Plotting
SciPy
- What can SciPy do?
- Most useful functions
- Curve fitting
- Modeling
- Data visualization
- Statistics
Matplotlib + seaborn
- Creating a basic plot
- Commonly used plots
- Ad hoc data visualization
- Advanced usage
- Exporting images
Meteorology specific
XArray
MetPy
- Read met data
- Create met-specific plots
Training locations
Advanced Data Processing using Python training across the U.S. and beyond.
We provide Advanced Data Processing using Python training onsite and live online for organizations throughout the United States and internationally.
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Train your team with HSG
Private, instructor-led training customized for your organization.
- Onsite or live online delivery
- Customized curriculum
- Training for groups of 3 or more
- Flexible scheduling
- Experienced instructors
Questions? Call us at 303.377.6176
or email info@hartmannsoftware.com
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