Webinar Recording: “Python Data Science with pandas” with Matt Harrison

Posted on by Paul Everitt

We’ve done a lot of webinars, but embarrassingly, never one on Python data science. Until Tuesday, when author and speaker Matt Harrison joined us for what turned out to be the highest-registration webinar PyCharm has had. The recording for Matt’s "Python Data Science with pandas" is now available.

https://youtu.be/ikOEn8jY2Is

Matt provided an introduction to data science and pandas for Python developers new to the topic. He started in Jupyter then moved to PyCharm, taking a ton of questions along the way.

  • 03:34 Introduction to Jupyter
  • 06:43 pandas and matplotlib
  • 08:20 Read/view bitcoin csv data
  • 12:24 Setting index
  • 15:00 Aggregation
  • 17:10 Slicing
  • 18:40 Computed columns with assign
  • 21:30 Questions
  • 33:10 Random forest
  • 40:00 ROC Curve
  • 42:55 PyCharm
  • 49:20 Questions

We clearly need to invite Matt back for deeper dives on the topics.

Matt will put some material in a repo in his GitHub account. Feel free to ask any questions below and we’ll answer or ask Matt to leave a comment.

-PyCharm Team-
The Drive to Develop

Comments below can no longer be edited.

1 Responses to Webinar Recording: “Python Data Science with pandas” with Matt Harrison

  1. Matt says:

    March 23, 2018

    Folks, I’ve added a repo with my notebook here:

    https://github.com/mattharrison/PyCharm-2018-Webcast

    Will try to follow up here for questions, else ping me on twitter (@__mharrison__)

Subscribe

Subscribe for updates