Hayden Sather – Medium

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Hayden Sather
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How to get a job in ML/AI

Photo by Mojahid Mottakin on Unsplash

16 min readAug 13, 2023

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How to get a job in ML/AI

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Hayden Sather
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Experience Stack

An Introduction to Information Theory

What a data scientist needs to know about information theory

11 min readFeb 27, 2022

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An Introduction to Information Theory

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Hayden Sather
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Experience Stack

Tunstall Codes

A coding scheme unlike any Huffman codes

5 min readMay 3, 2022

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Tunstall Codes

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Hayden Sather
in
Experience Stack

Rice Codes

How to make a simpler prefix code

6 min readMay 2, 2022

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Rice Codes

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Hayden Sather
in
Experience Stack

Applications of Huffman Coding

Real-world examples of Huffman Coding in practice

6 min readApr 30, 2022

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Applications of Huffman Coding

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Hayden Sather
in
Experience Stack

Adaptive Huffman Coding

Create Huffman codes while reading symbols for the first time

14 min readApr 26, 2022

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Adaptive Huffman Coding

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Hayden Sather
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Experience Stack

Golomb Codes

An efficient coding scheme for integers

6 min readApr 23, 2022

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Golomb Codes

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1

Hayden Sather
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Experience Stack

An In-Place Implementation of Huffman Codes

How to construct Huffman codes with limited computational power and memory

6 min readApr 21, 2022

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An In-Place Implementation of Huffman Codes

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Hayden Sather
in
Experience Stack

An Introduction to Kolmogorov Complexity

How to find an upper-bound for the complexity of data

7 min readApr 19, 2022

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An Introduction to Kolmogorov Complexity

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Hayden Sather
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Experience Stack

Length-Limited Huffman Codes

How to create Huffman codes under a size constraint

7 min readApr 17, 2022

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Length-Limited Huffman Codes

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Hayden Sather

Hayden Sather

Machine Learning Engineer 🤖 | Computer Vision and Deep Learning Specialist 👀 | M.S. Data Science, M.S./B.S. Computer Science ‎‍🎓

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