Matthew Stewart, PhD – Medium

Matthew Stewart, PhD

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Tiny Machine Learning: The Next AI Revolution

The bigger model is not always the better model

Oct 2, 2020

Tiny Machine Learning: The Next AI Revolution

Oct 2, 2020

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TDS Archive

The Olympics of AI: Benchmarking Machine Learning Systems

How do benchmarks birth breakthroughs?

Sep 22, 2023

The Olympics of AI: Benchmarking Machine Learning Systems

Sep 22, 2023

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TDS Archive

Machine Learning Sensors: Truly Data-Centric AI

A new approach to embedding machine learning intelligence on edge devices

Jun 8, 2022

Machine Learning Sensors: Truly Data-Centric AI

Jun 8, 2022

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TDS Archive

Introduction to AI for Social Good

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

Aug 4, 2021

Introduction to AI for Social Good

Aug 4, 2021

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TDS Archive

Guide to Classification on Imbalanced Datasets

A tutorial for understanding and correcting class imbalances

Jul 20, 2020

Guide to Classification on Imbalanced Datasets

Jul 20, 2020

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TDS Archive

Programming Fairness in Algorithms

Understanding and combating issues of fairness in supervised learning.

Jul 2, 2020

Programming Fairness in Algorithms

Jul 2, 2020

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TDS Archive

Guide to Interpretable Machine Learning

Techniques to dispel the black box myth of deep learning.

Mar 19, 2020

Guide to Interpretable Machine Learning

Mar 19, 2020

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TDS Archive

Data Privacy in the Age of Big Data

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

Feb 28, 2020

Data Privacy in the Age of Big Data

Feb 28, 2020

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TDS Archive

Understanding Dataset Shift

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

Dec 11, 2019

Understanding Dataset Shift

Dec 11, 2019

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TDS Archive

An Analysis of Amazonian Forest Fires

How does a wildfire start in a rainforest?

Nov 27, 2019

An Analysis of Amazonian Forest Fires

Nov 27, 2019

Matthew Stewart, PhD

Matthew Stewart, PhD

CTO @Harbor.ai | Data Science PhD + postdoc @Harvard | Blogger @TDS | Content Creator @EdX. https://mpstewart.io

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