Introduction to Data Science in Python
The two-day workshop is intended for graduate students and researchers who have basic knowledge of Python or experience with another scientific programming language such as R or Matlab.
Day 1 - Data manipulation, exploration and visualization
Objective: Introduce the PyData ecosystem to manipulate, explore and visualize data.
- Introduction to numpy, pandas, and matplotlib.
Day 2 - Machine Learning
Objective: introduce the basics of machine learning using the scikit-learn library.
- Become familiar with the general principles of machine learning.
- Use these principles using the scikit-learn library on some examples of simulated and real data.
The training will be held remotely and will be based on previous editions of the CDS workshops.
Registration is free but mandatory due to the limited number of places. Registration will close on May 4th.