Matthew Stewart, PhD – Medium

Matthew Stewart, PhD

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Matthew Stewart, PhD
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Towards Data Science

Tiny Machine Learning: The Next AI Revolution

The bigger model is not always the better model

16 min readOct 2, 2020

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Tiny Machine Learning: The Next AI Revolution

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Matthew Stewart, PhD
in
Towards Data Science

The Olympics of AI: Benchmarking Machine Learning Systems

How do benchmarks birth breakthroughs?

13 min readSep 22, 2023

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The Olympics of AI: Benchmarking Machine Learning Systems

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Matthew Stewart, PhD
in
Towards Data Science

Machine Learning Sensors: Truly Data-Centric AI

A new approach to embedding machine learning intelligence on edge devices

8 min readJun 8, 2022

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Machine Learning Sensors: Truly Data-Centric AI

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Matthew Stewart, PhD
in
Towards Data Science

Introduction to AI for Social Good

Counting penguins from space, countering poaching, monitoring mental health through social media, and many more applications.

20 min readAug 4, 2021

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Introduction to AI for Social Good

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Matthew Stewart, PhD
in
Towards Data Science

Guide to Classification on Imbalanced Datasets

A tutorial for understanding and correcting class imbalances

22 min readJul 20, 2020

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Guide to Classification on Imbalanced Datasets

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Matthew Stewart, PhD
in
Towards Data Science

Programming Fairness in Algorithms

Understanding and combating issues of fairness in supervised learning.

23 min readJul 2, 2020

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Programming Fairness in Algorithms

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Matthew Stewart, PhD
in
Towards Data Science

Guide to Interpretable Machine Learning

Techniques to dispel the black box myth of deep learning.

29 min readMar 19, 2020

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Guide to Interpretable Machine Learning

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Matthew Stewart, PhD
in
Towards Data Science

Data Privacy in the Age of Big Data

Learn how little privacy you have and how differential privacy aims to help.

29 min readFeb 28, 2020

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Data Privacy in the Age of Big Data

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Matthew Stewart, PhD
in
Towards Data Science

Understanding Dataset Shift

How to make sure your models are not fooled by tricks of your data.

14 min readDec 11, 2019

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Understanding Dataset Shift

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Matthew Stewart, PhD
in
Towards Data Science

An Analysis of Amazonian Forest Fires

How does a wildfire start in a rainforest?

21 min readNov 27, 2019

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An Analysis of Amazonian Forest Fires

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Matthew Stewart, PhD

Matthew Stewart, PhD

ML Postdoc @Harvard | Environmental + Data Science PhD @Harvard | ML consultant @Critical Future | Blogger @TDS | Content Creator @EdX. https://mpstewart.io

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