Training course "Data analysis and data mining with Python"

• https://portal.enes.org/community/announcements/events/training-course-data-analysis-and-data-mining-with-python
• Training course "Data analysis and data mining with Python"
• 2015-11-09T09:00:00+01:00
• 2015-11-11T16:30:00+01:00
• 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

Dr. Jan Meinke

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