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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.

Juan Manuel Ortiz de Zarate
Aug 2, 202410 min read


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.

Juan Manuel Ortiz de Zarate
Jul 26, 202411 min read


Biases in LLMs
Explore the hidden biases in LLMs and their impact. The opinions of which sector of society are reflected in them?

Juan Manuel Ortiz de Zarate
Jul 17, 202410 min read


Robustness in Regressions
Uncover the secrets to enhancing robustness in regression models. Find out how to tackle outliers and improve predictions.

Juan Manuel Ortiz de Zarate
Jul 12, 202410 min read


Measuring Controversy in Social Networks through NLP
Discover how NLP tools can identify and analyze contentious topics.

Juan Manuel Ortiz de Zarate
Jul 6, 202410 min read


Clustering: Unveiling Patterns in Data
Explore clustering techniques in data science, including K-Means, hierarchical clustering, and DBSCAN, with insights and evaluation methods.

Juan Manuel Ortiz de Zarate
Jun 28, 202410 min read
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