May 05-31, 2021
6:00 pm - 8:00 pm
Instructors: Elnaz Amanzadeh Jajin
Helpers: Samaneh Esmaeili, Navid Kazemi, Javad Arabpour
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: Tehran. Get directions with OpenStreetMap or Google Maps.
When: May 05-31, 2021. 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 elibio449@gmail.com for more information.
Roles: To learn more about the roles at the workshop (who will be doing what), refer to our Workshop FAQ.
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.
We will use this collaborative document for chatting, taking notes, and sharing URLs and bits of code.
Please be sure to complete these surveys before and after the workshop.
17:30 AM | Introduction |
18:20 PM | 1. Python Fundamentals |
19:30 AM | Wrap-up and Finish |
17:30 AM | Introduction |
18:20 PM | 2. Analyzing Patient Data |
19:00 PM | 3. Visualizing Tabular Data |
19:30 AM | Wrap-up and Finish |
17:30 AM | Introduction |
18:20 PM | 4. Repeating Actions |
19:00 PM | 5. Storing Multiple Values |
19:30 AM | Wrap-up and Finish |
17:30 PM | 6. Analyzing from Multiple Tables |
18:55 PM | 7. Pandas DataFrames |
19:25 AM | Wrap-up and Finish |
17:30 PM | 8. Simulation of Hospital Pathway using SimPy |
19:25 AM | Wrap-up and Finish |
17:30 PM | 9. Classification and regression of hospital data |
19:25 AM | Wrap-up and Finish |
17:30 PM | 10. Data Modelling via Machine learning using SciKit package |
19:25 AM | Wrap-up and Finish |
17:30 PM | 11. 1- How to manage data of "Pain" and "Neurodegenerative" scopes using Python Programming |
19:25 AM | Wrap-up and Finish |