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Training course "Data analysis and data mining with Python"

last modified Sep 08, 2015 03:42 PM
A course at the Jülich Supercomputing Centre
What
School
Event of interest
When
Nov 09, 2015 09:00 AM to Nov 11, 2015 04:30 PM (Europe/Vienna / UTC100)
Where
Jülich (Germany)
Contact Name
Contact Phone
+49 2461 61-2315
Web
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This course is aimed at scientists who wish to explore the productivity gains made possible by Python for data analysis.

Contents:

Pandas, matplotlib, and scikit-learn make Python a powerful tool for data analysis, data mining, and visualization. All of these packages and many more can be combined with IPython to provide an interactive extensible environment.

In this course, we will explore matplotlib for visualization, pandas for time series analysis, and scikit-learn for data mining. We will use IPython to show how these and other tools can be used to facilitate interactive data analysis and exploration.

Day 1: Basic data analysis and visualization

  • Introduction to IPython for interactive data analysis.
  • pandas
  • NumPy
  • matplotlib

Day 2: Advanced data analysis visualization

  • pandas
  • Statsmodels
  • Mayavi2

Day 3: Advanced topics

  • Portable data formats
  • scikit-learn
  • PyMAFIA

 

Location:

Jülich Supercomputing Centre, Ausbildungsraum 1, building 16.3, room 213a

Filed under: School, Event of interest