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Matt Brems (he/him)

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Apr 17, 2017

A One-Stop Shop for Principal Component Analysis

At the beginning of the textbook I used for my graduate stat theory class, the authors (George Casella and Roger Berger) explained in the…

A One-Stop Shop for Principal Component Analysis

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Matt Brems (he/him)

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May 3, 2021

The Power of Image Augmentation: An Experiment

4 takeaways on improving your object detection model’s performance with image augmentation

The Power of Image Augmentation: An Experiment

Matt Brems (he/him)

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Apr 25, 2021

How We at Roboflow Do Remote Work

Technology and team activities motivate our distributed team.

How We at Roboflow Do Remote Work

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Matt Brems (he/him)

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Mar 28, 2021

Zero-Shot Content Moderation With OpenAI’s New CLIP Model

When creating a platform on which people can create and share content, there’s often a question of content moderation. Content moderation…

Zero-Shot Content Moderation With OpenAI’s New CLIP Model

Matt Brems (he/him)

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Mar 8, 2021

3 Remote-First Principles to Keep in Mind When Returning to the Office

Co-authored by Matt Brems and Shanaz Chowdhery.

Matt Brems (he/him)

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Mar 8, 2021

ELI5 (Explain Like I’m 5) CLIP: Beginner’s Guide to the CLIP Model

Explaining OpenAI’s CLIP Model: What it is, how it works, and why it’s cool.

ELI5 (Explain Like I’m 5) CLIP: Beginner’s Guide to the CLIP Model

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Feb 23, 2021

How to Use Roboflow and Streamlit to Visualize Object Detection Output

Building an app for blood cell count detection.

How to Use Roboflow and Streamlit to Visualize Object Detection Output

Matt Brems (he/him)

·

Dec 15, 2020

Apple’s M1 is Up to 3.6x as Fast at Training Machine Learning Models

As compared to the Intel-based 13" Macbook Pro.

Apple’s M1 is Up to 3.6x as Fast at Training Machine Learning Models

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Matt Brems (he/him)

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Dec 7, 2020

5 Strategies for Handling Unbalanced Classes

Suppose you’re trying to teach an alien — like one of the crewmates from the wildly popular game Among Us — to tell the difference between…

5 Strategies for Handling Unbalanced Classes

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Matt Brems (he/him)

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Nov 30, 2020

How to Run Jupyter Notebooks on an Apple M1 Mac

Here we’ll walk through how to get Jupyter on your M1 — starting with the download step and ending with a fully operational notebook.

How to Run Jupyter Notebooks on an Apple M1 Mac

Matt Brems (he/him)

Matt Brems (he/him)

Chief Data Scientist, Break Through Tech @ Cornell University. Chair @ Statistics Without Borders. Distinguished Faculty @ General Assembly.

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