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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


Dimensionality Reduction: Non-linear methods
Explore the depths of non-linear dimensionality reduction methods! Unravel complex data structures and enhance your analytics.

Juan Manuel Ortiz de Zarate
Jun 22, 202412 min read


Dimensionality Reduction: Linear methods
In this article, we explored PCA and SVD, the two most used linear dimensionality reduction techniques.

Juan Manuel Ortiz de Zarate
Jun 14, 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.

Juan Manuel Ortiz de Zarate
Jun 7, 202410 min read


Retrieval Augmented Generation: Increasing knowledge of your LLM
Dive into the world of Retrieval-Augmented Generation! See how RAG transforms AI responses by blending retrieval with generation.

Juan Manuel Ortiz de Zarate
May 24, 20249 min read


The Mathematics of Language
Computers model text with vectors. Using Word2Vec, FastText, and Transformers, they understand and generate context-aware text. Learn how!

Juan Manuel Ortiz de Zarate
May 24, 20249 min read
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