Intermediate Python: Introduction to Machine Learning
Date: 5 June 2023 @ 15:00 - 18:00
Timezone: UTC
Language of instruction: English
Title: Intermediate Python: Introduction to Machine Learning
Dates/Times:
* Monday, Jun 5, 2023, 9am - 12pm
* Wednesday, Jun 7, 2023, 9am - 12pm
* Friday, Jun 9, 2023, 9am - 12pm
Registration form:
https://docs.google.com/forms/d/e/1FAIpQLSdC3DIWZH2UHZnI2AkiGY1pLrbSAgKSFqklI0jH2xtAFmyhVA/viewform
This hands-on workshop (three half-days) will introduce students to central concepts in machine learning, and provide an introduction to tools for doing predictive data science with Python. It includes an introduction to supervised learning (classification and regression), unsupervised learning (clustering), and basic neural networks.
Students should know some Python and Pandas (e.g., via the Introduction to Python course), but no previous experience with machine learning is required.
If you do not have a version of Python installed on your computer and are not sure where to start, you can use a cloud-based Jupyter notebook platform (like Google Colab), or consider following the instructions for your operating system here:
https://ualberta-rcg.github.io/python-intro/setup/
To find other courses in this series, please visit:
https://www.ualberta.ca/information-services-and-technology/news/2023/spring-research-computing-bootcamp.html
Keywords: Machine Learning, AI, Python, Programming, Statistics, Data Analysis
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