Foundations of Machine Learning: exploring use cases and typical tasks
- Speaker
- Nikita Polovinkin
- Event
- PyDataBCN (2023)
- Date
- Type
- Workshop
- Language
- English
- Topic
- Machine Learning
- Length
- 75 minutes
About this talk
In this workshop you will learn the logic and foundations behind Machine Learning, to better understand how it can be used and where not to. The Different use cases of Machine Learning, and practical exercises of the most typical Machine Learning tasks: regression and classification. Finally how to predict the gender pay gap based on some features such as job descriptions, age and other demographics.
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