When
Where
Carlos Lizárraga will lead his presentation Data Analysis & Visualization with Python.
This workshop will cover general Data Science methods, techniques, and tools to enable scientific discovery in the applied sciences. It will help participants in carrying out a complete data mining & data modeling process with the help of statistical analysis, classical machine learning and visualization techniques.
Skills development:
- Apply Jupyter Notebooks in your problem-solving environment.
- Discover how the Python programming language is used in general applied Data Science tasks.
- Make use of NumPy library for working with fundamental data structures and mathematics.
- Solve data analysis problems with the help of the Pandas library.
- Produce different data visualization plots with the help of Matplotlib and Seaborn libraries.
- Classify the main type of Machine Learning problems and identify the most used algorithms.
- Carry out Time Series Analysis and produce forecasting scenarios.
Carlos Lizárraga is an Educator in Computational and Data Science from the Data Science Institute at the University of Arizona, where his advisory and training activities are backed by his proficiency in scientific computing and information technologies. Lizárraga is an applied research scientist and retired Professor from the Physics Department at the University of Sonora.
His profile is here: https://datascience.arizona.edu/person/carlos-lizarraga
RSVP opens Tuesday December 6, 2022 at 8:00 AM
