PinnedMatthew Stewart, PhDinTowards Data ScienceTiny Machine Learning: The Next AI RevolutionThe bigger model is not always the better model16 min read·Oct 2, 2020--9--9
Matthew Stewart, PhDinTowards Data ScienceThe Olympics of AI: Benchmarking Machine Learning SystemsHow do benchmarks birth breakthroughs?13 min read·Sep 22, 2023--3--3
Matthew Stewart, PhDinTowards Data ScienceMachine Learning Sensors: Truly Data-Centric AIA new approach to embedding machine learning intelligence on edge devices8 min read·Jun 8, 2022--5--5
Matthew Stewart, PhDinTowards Data ScienceIntroduction to AI for Social GoodCounting penguins from space, countering poaching, monitoring mental health through social media, and many more applications.20 min read·Aug 4, 2021--1--1
Matthew Stewart, PhDinTowards Data ScienceGuide to Classification on Imbalanced DatasetsA tutorial for understanding and correcting class imbalances22 min read·Jul 20, 2020--9--9
Matthew Stewart, PhDinTowards Data ScienceProgramming Fairness in AlgorithmsUnderstanding and combating issues of fairness in supervised learning.23 min read·Jul 2, 2020--1--1
Matthew Stewart, PhDinTowards Data ScienceGuide to Interpretable Machine LearningTechniques to dispel the black box myth of deep learning.29 min read·Mar 19, 2020--4--4
Matthew Stewart, PhDinTowards Data ScienceData Privacy in the Age of Big DataLearn how little privacy you have and how differential privacy aims to help.29 min read·Feb 28, 2020--4--4
Matthew Stewart, PhDinTowards Data ScienceUnderstanding Dataset ShiftHow to make sure your models are not fooled by tricks of your data.14 min read·Dec 11, 2019--7--7
Matthew Stewart, PhDinTowards Data ScienceAn Analysis of Amazonian Forest FiresHow does a wildfire start in a rainforest?21 min read·Nov 27, 2019--3--3