The WiDS Cambridge Datathon Workshop is an annual workshop preceding the WiDS Cambridge Conference. The workshop aims to provide mentorship and training for those interested in participating in the WiDS Datathon Challenge, and, more generally, anyone with a strong interest in data science.
View the Project on GitHub onefishy/wids_datathon
Classification: Additional Models
Topic 10: Non-Probabilistic Models for Classification
Topic 11: Hyper-parameter Selection and Variance Reduction
- Lecture Video:
(9:42 minutes)
- Lecture Slides: Slides
- References:
- Concept Quiz: Quiz
Topic 12: Evaluating Classifiers
Exploratory Notebooks
Non Probabilistic Classifiers and Model Evaluation