Salih Salih – Medium

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Salih Salih
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Towards Data Science

The Surprising Behavior of Data in Higher Dimensions

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

9 min readDec 15, 2023

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The Surprising Behavior of Data in Higher Dimensions

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Salih Salih
in
Towards Data Science

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!

10 min readMar 30, 2024

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

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Salih Salih
in
Towards Data Science

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

12 min readFeb 7, 2024

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

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Salih Salih
in
Towards Data Science

Curse of Dimensionality: An Intuitive Exploration

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

11 min readDec 30, 2023

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Curse of Dimensionality: An Intuitive Exploration

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Salih Salih
in
Towards Data Science

Three Interpretability Methods to Consider When Developing Your Machine Learning Model

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

9 min readMar 4, 2022

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Three Interpretability Methods to Consider When Developing Your Machine Learning Model

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Salih Salih
in
Towards Data Science

Understanding Machine Learning Interpretability

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

10 min readJan 26, 2022

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Understanding Machine Learning Interpretability

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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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