Juan C Olamendy
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Dimensionality Reduction

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Unraveling the Mysteries of Kernel PCA: A Leap Beyond Conventional PCA

Dec 6, 20233 min read

Introduction Have you ever wondered how to distill complex, high-dimensional data into something more manageable and insightful? This is where the...

Unraveling the Mysteries of Kernel PCA: A Leap Beyond Conventional PCA

Dimensionality Reduction in Machine Learning

Nov 14, 20233 min read

Have you ever faced the daunting challenge of understanding data with countless features? Welcome to the world of 'Dimensionality Reduction', a...

Deep Dive into Embeddings in Machine Learning

Oct 27, 20233 min read

Ever crossed paths with the concept of embeddings in Machine Learning? Wondered how it opens up new horizons in natural language processing, image...

Deep Dive into Embeddings in Machine Learning

Deep TDA. A new dimensionality reduction algorithm

Oct 19, 20233 min read

Introduction ๐Ÿš€ Dive into the world of Topological Data Analysis (TDA) paired with Self-supervised ML! TDA, with its knack for understanding data's...

Deep TDA. A new dimensionality reduction algorithm