Unboxing Machine Learning Models: Predicting with Numpy After Model Training
- Speaker
- Xiang Xu
- Event
- PyDay BCN (2024)
- Date
- Type
- Workshop
- Language
- English
- Topic
- Data science, ML
- Length
- 75 minutes
About this talk
In this hands-on workshop, we’ll bridge the gap between high-level machine learning libraries (like Scikit-learn and Keras) and the core mathematical principles driving their predictions. Participants will firstly train regression models using machine learning methods like Kernel Ridge Regression (KRR) and Deep Neural Networks (DNNs), save the trained model parameters, and then use only Numpy to replicate the prediction process.
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