ABOUT EVENT

Workshop Description

This workshop will focus on machine learning for timeseries data with the most popular data science packages: Jupyter, Scikit-Learn, and Pytorch. It will also demonstrate the use of open-source GPT large language models for natural language processing.

Prerequisites

Familiarity with python is recommended

Learning Outcomes

By the end of this workshop attendees will be able to:

• Apply machine learning methods to time-series and geospatial data.
• Understand important considerations when modeling climate data.
• Familiarity with machine learning software tools: scikit learn, matplotlib, and keras.

Tools used for this workshop

• Google Colab
• jupyter notebooks
• scikit learn
• matplotlib
• keras