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The Official Blog of BigML.com

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Author: charleslparker

July 1, 2022 Image data / Image Processing / Object Detection / Product / Release

Object Detection: Some Gory Details

As Machine Learning practitioners, it’s important to know how Machine Learning algorithms work.  This isn’t just to impress your friends

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December 13, 2021 Image Processing / Product / Release / Webinar

Image Processing: The Simple and The Complex

We’ve seen in the past several blog posts on how you can learn simple image classifiers with BigML, via the interface,

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March 20, 2020 Machine Learning

Machine Learning Benchmarking: You’re Doing It Wrong

I’m not going to bury the lede: Most machine learning benchmarks are bad.  And not just kinda-sorta nit-picky bad, but catastrophically

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April 24, 2019 Algorithms / Deepnets / Machine Learning

Deep Learning, Part 3: Too Deep or Not Too Deep? That is the Question

In my previous two posts in this series, I’ve essentially argued both sides of the same issue. In the first,

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April 16, 2019 Algorithms / Deepnets / Machine Learning / Qatar

Deep Learning, Part 2: Depth Charge

In the first in this series of posts, I discussed a bit about why deep learning isn’t fundamentally different from

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April 11, 2019 Algorithms / Deepnets / Machine Learning

Deep Learning, Part 1: Not as Deep as You Think

Gary Marcus has emerged as one of deep learning’s chief skeptics. In a recent interview, and a slightly less recent

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March 20, 2019 Algorithms / Linear Regression / Product

Bigger Results from Smaller Data with Linear Regression

In this second post of our series, we’ll cover a use case example. Least squares linear regression is one of

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July 11, 2018 Algorithms / Fusions / Machine Learning / New Features / Product / Release

To Fuse or Not To Fuse Models?

The idea of model fusions is pretty simple: You combine the predictions of a bunch of separate classifiers into a

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May 16, 2018 Machine Learning / New Features / OptiML / Release / Webinar

OptiML: The Nitty Gritty

One click and you’re done, right? That’s the promise of OptiML and automated Machine Learning in general, and to some extent,

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February 13, 2018 Fun / Industries / Miscellaneous / News & Events / society

Get Smarter About the AI Apocalypse

There’s something nice about all this media attention being given to the AI these days.  It’s nice for one’s work

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