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Juan Manuel Ortiz de Zarate
Jul 12, 202410 min read
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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Juan Manuel Ortiz de Zarate
Jul 6, 202410 min read
Measuring Controversy in Social Networks through NLP
Discover how NLP tools can identify and analyze contentious topics.
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Juan Manuel Ortiz de Zarate
Jun 28, 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.
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Juan Manuel Ortiz de Zarate
Jun 22, 202412 min read
Dimensionality Reduction: Non-linear methods
Explore the depths of non-linear dimensionality reduction methods! Unravel complex data structures and enhance your analytics.
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Juan Manuel Ortiz de Zarate
Jun 14, 202410 min read
Dimensionality Reduction: Linear methods
In this article, we explored PCA and SVD, the two most used linear dimensionality reduction techniques.
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Juan Manuel Ortiz de Zarate
Jun 7, 202410 min read
Introduction to Reinforcement Learning
Master the magic of reinforcement learning! See how AI learns to make decisions from scratch and optimizes actions.
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