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Projects

A collection of 4 posts

Replicating Airbnb's Amenity Detection with Detectron2
Machine Learning

Replicating Airbnb's Amenity Detection with Detectron2

A rip-roaring ride through the design, building and deployment of a custom machine learning project.

  • Daniel Bourke
Daniel Bourke Apr 27, 2020 • 27 min read
42 days: a cure for shiny object syndrome
Projects

42 days: a cure for shiny object syndrome

If you had the next 6 weeks to work on whatever you wanted, what would you make?

  • Daniel Bourke
Daniel Bourke Feb 16, 2020 • 3 min read
Release Frequently and Update or Hold Back & Wait?
Projects

Release Frequently and Update or Hold Back & Wait?

An internal debate I’ve been having with myself. If you’re working on a longer-term project, should you release frequently and update as required, have the market drive development. Or should you hold it back, wait until there’s a finished version and put it out in one go.

  • Daniel Bourke
Daniel Bourke Dec 4, 2019 • 1 min read
How to Start Your Own Machine Learning Projects
Machine Learning

How to Start Your Own Machine Learning Projects

What courses don’t (and can’t) teach you.

  • Daniel Bourke
Daniel Bourke May 6, 2019 • 7 min read
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