The Curse of Dimensionality
Discover why more dimensions can spell trouble for data and learning, turning simple problems into complex, high-dimensional challenges!
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Juan Manuel Ortiz de Zarate
- Aug 7
- 10 min
Harnessing the Power of Bagging in Ensemble Learning
Boost your model's accuracy with bagging! Learn how ensemble techniques can stabilize predictions and improve performance.
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Juan Manuel Ortiz de Zarate
- Aug 2
- 10 min
Understanding what the ML models have learned
Models could spread bias and discrimination if you don't know what they have learned. Here we show a technique to prevent it.
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Juan Manuel Ortiz de Zarate
- Jul 26
- 11 min
The Fundamental Tool in Machine Learning: Decision Trees
Unlock the power of decision trees! Discover how this simple yet robust tool can revolutionize your data analysis.
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Juan Manuel Ortiz de Zarate
- Jul 17
- 10 min
Biases in LLMs
Explore the hidden biases in LLMs and their impact. The opinions of which sector of society are reflected in them?
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Juan Manuel Ortiz de Zarate
- Jul 12
- 10 min
Robustness in Regressions
Uncover the secrets to enhancing robustness in regression models. Find out how to tackle outliers and improve predictions.
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