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Salih Salih

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The Surprising Behavior of Data in Higher Dimensions

A Journey into the Surprising World of High-Dimensional Data: The Blessings and the Challenges

Dec 15, 2023

The Surprising Behavior of Data in Higher Dimensions

Dec 15, 2023

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TDS Archive

The Many Pillars of Getting the Most Value From Your Organization’s Data

What Organizations Need to Account for to Leverage Their Data Value Fully!

Mar 30, 2024

The Many Pillars of Getting the Most Value From Your Organization’s Data

Mar 30, 2024

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TDS Archive

Machine Learning Algorithms as a Mapping Between Spaces: From SVMs to Manifold Learning

Exploring the Beauty of Mapping Between Spaces in SVMs, Autoencoders, and Manifold Learning (Isomaps) Algorithms

Feb 7, 2024

Machine Learning Algorithms as a Mapping Between Spaces: From SVMs to Manifold Learning

Feb 7, 2024

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TDS Archive

Curse of Dimensionality: An Intuitive Exploration

An Intuitive Introduction to the Core Challenges When Working with High-Dimensional Data

Dec 30, 2023

Curse of Dimensionality: An Intuitive Exploration

Dec 30, 2023

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TDS Archive

Three Interpretability Methods to Consider When Developing Your Machine Learning Model

Introduction to SHAP, LIME, and Anchors, with examples, similarities, pros and cons.

Mar 4, 2022

Three Interpretability Methods to Consider When Developing Your Machine Learning Model

Mar 4, 2022

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TDS Archive

Understanding Machine Learning Interpretability

Introduction to machine learning interpretability, driving forces, taxonomy, example, and notes on interpretability assessment.

Jan 26, 2022

Understanding Machine Learning Interpretability

Jan 26, 2022

Salih Salih

Salih Salih

I write about what I love and learn on the beautiful field of machine learning and mathematics underlying it! linkedin: https://www.linkedin.com/in/salih-eihab/

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