Striveworks Blog | Travis Johnston

Posts by Travis Johnston:

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relationship between data and polling outcomes

Navigating AI/ML Uncertainty: Insights Borrowed from Election Polling

Though not immediately obvious, data scientists who train and evaluate artificial intelligence or machine learning (AI/ML) models encounter many...

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Two ships identified by a machine learning model, one of them incorrectly labeled as a sailboat.

Why, When, and How to Retrain Machine Learning Models

Once you train a machine learning model effectively, it has the ability to perform incredibly useful tasks, like detecting objects on real-time...

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Overhead photography of cars in a parking lot; a yellow car has been selected for computer vision.

Demystifying CV: The Power of Convolution in Neural Networks

Computer vision is an innovative field of research that aims to provide computers with an understanding of digital imagery, often through artificial...

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Understanding Neural Networks and the Training Process

Training a neural network involves a lot of mathematics, including linear algebra and multivariate calculus, and a lot of computation. The purpose of...

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Pruning ResNets for Fun and Profit

What are Neural Networks? Neural networks are highly parameterized functions which can be trained to fit/represent/model data. Parameterized models...

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