Python for Data Manipulation and Visualization -- Dalhousie University

Jan 14th, 2020 - March 31st, 2020 (excluding Feb 18th)

Tuesdays 11:35 am - 12:55 pm

Instructors: Bruce Delo

Helpers: Bruce Delo, Caitlin Bate, Naomi Tress, Angela Dini, Ryan Gosse, Jon Pye, Brian Jones, Ross Dickson

General Information

Data Carpentry develops and teaches workshops on the fundamental data skills needed to conduct research. Its target audience is researchers who have little to no prior computational experience, and its lessons are domain specific, building on learners' existing knowledge to enable them to quickly apply skills learned to their own research. Participants will be encouraged to help one another and to apply what they have learned to their own research problems.

For more information on what we teach and why, please see our paper "Good Enough Practices for Scientific Computing".

Who: The course is aimed at graduate students and other researchers. You don't need to have any previous knowledge of the tools that will be presented at the workshop.

Where: Dalhousie SURGE Sandbox, Oceanography Rm 2660, 1355 Oxford Street, Halifax, Nova Scotia. Get directions with OpenStreetMap or Google Maps.

When: Jan 14th, 2020 - March 31st, 2020 (excluding Feb 18th). Add to your Google Calendar.

Requirements: Participants must bring a laptop with a Mac, Linux, or Windows operating system (not a tablet, Chromebook, etc.) that they have administrative privileges on. They should have a few specific software packages installed (listed below).

Accessibility: We are committed to making this workshop accessible to everybody. The workshop organizers have checked that:

Materials will be provided in advance of the workshop and large-print handouts are available if needed by notifying the organizers in advance. If we can help making learning easier for you (e.g. sign-language interpreters, lactation facilities) please get in touch (using contact details below) and we will attempt to provide them.

Contact: Please email otndc@dal.ca , surge@dal.ca or bdelo@dal.ca for more information.


Code of Conduct

Everyone who participates in Carpentries activities is required to conform to the Code of Conduct.This document also outlines how to report an incident if needed.


Schedule

Jan 14, 2020

11:35 Start
Lesson Starting with Data
12:55 End

Feb 4, 2020

11:35 Start
Lesson Data Types and Formats
Combining DataFrames with Pandas
12:55 End

Feb 11, 2020

11:35 Start
Lesson Combining DataFrames with Pandas
Data Workflows and Automation
12:55 End

Feb 25, 2020

11:35 Start
Lesson Data Workflows and Automation
12:55 End

Mar 3, 2020

11:35 Start
Lesson Data Workflows and Automation
Making Plots with plotnine
12:55 End

Mar 10, 2020

11:35 Start
Lesson Making Plots with plotnine
12:55 End

Mar 24, 2020

11:35 Start
Lesson Data Ingest and Visualization - Matplotlib and Pandas
12:55 End

Mar 31, 2020

11:35 Start
Lesson Accessing SQLite Databases Using Python and Pandas
12:55 End

Syllabus


Setup

To participate in a Data Carpentry workshop, you will need access to the software described below. In addition, you will need an up-to-date web browser.

We maintain a list of common issues that occur during installation as a reference for instructors that may be useful on the Configuration Problems and Solutions wiki page.

Please visit the setup instructions for each lesson that will be covered in your workshop: