In conjunction w/ Women Data Scientists DC (http://www.meetup.com/WomenDataScientistsDC)...
Intro to Python's Pandas
Pandas is a powerful and flexible Python library that provides data structures and operations for processing and analyzing tabular datasets. Come learn how Pandas can help you explore, transform, combine, and slice-and-dice medium-sized datasets with ease. Along the way, we will touch on the basics of functional programming, making plots, and integrating Pandas with other Python data libraries.
Comfortable with the basics of Python (or a similar language like Ruby)
Familiar with tabular data format (e.g. you can read an Excel spreadsheet)
Installs (please have these installed before class):
* python 2.7
* ipython with notebook dependencies
* (optional) matplotlib
* (super optional) virtualenv, virtualenvwrapper
`pip install pandas “ipython[notebook]” matplotlib`
Before the meetup at 11:30 to 1:45pm at Bakers & Baristas on 7th -- limited space available.
Speaker: Clara Bennett, Software Engineer @Picwell (https://twitter.com/picwell)
Clara works on building APIs and data pipelines in order to serve Picwell’s health insurance recommendations to customers. She uses Pandas to develop extract-transform-load processes for health plan data, as well as for her personal tabular data needs, because Excel is terrible.
Space provided by: Data Society (http://datasociety.co/)
Data Society makes data science accessible to everyone through intuitive, practical, and affordable online courses and bootcamps that teach professionals a new skill set in a matter of hours. They are dedicated to increasing data literacy and eliminating barriers to entry to the field, especially for women, minorities, and low-income communities. Free trial memberships are now available for you to start building your skills up today!