While Model Trains

Read data blog posts.
Carefully handpicked.
Presented 3 at a time.

An Introduction to different Types of Convolutions in Deep Learning

Paul-Louis Pröve

Dilated, transposed, and separable convolutions explained with informative animations.

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A smooth approach to putting machine learning into production

Max Halford

"In online machine learning, the idea is that your model is only allowed to learn from one example at a time. This is contrast to batch learning where all the available data is processed at once."

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Deep Learning ideas that have stood the test of time

Denny Britz

An overview of deep learning breakthroughs that have demonstrated their value over time, from AlexNet in 2012 to GPT-3 in 2020.

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