Tag

deep learning

Data Speaker Series: Kevin Ferguson on AlphaGo Zero

Kevin Ferguson, co-author of Deep Learning and the Game of Go, was our latest Data Speaker Series guest. He talked about how AlphaGo Zero combines tree search and reinforcement learning in a novel way.

Free ebook: Exploring Deep Learning

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Chapters selected by Andrew Trask

Applying Deep Learning to Structured Data

From Deep Learning with Structured Data by Mark Ryan

Zero to AI

From Zero to AI by Nicolo Valigi and Gianluca Mauro

Applied Natural Language Processing

From Real-World Natural Language Processing by Masato Hagiwara


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A New Approach to Deep Learning

From Probabilistic Deep Learning with Python by Oliver Dürr, Beate Sick, and Elvis Murina


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The Computer Vision Pipeline, Part 5: Classifier learning algorithms and conclusion

From Deep Learning for Vision Systems by Mohamed Elgendy

Neural Network Architectures

From Probabilistic Deep Learning with Python by Oliver Dürr, Beate Sick, and Elvis Murina

This article dives into neural network architectures and how get started implementing and using them.

The Computer Vision Pipeline, Part 4: feature extraction

From Deep Learning for Vision Systems by Mohamed Elgendy

In this part, we will take a look at feature extraction—a core component of the computer vision pipeline.

The Computer Vision Pipeline, Part 3: image preprocessing

From Deep Learning for Vision Systems by Mohamed Elgendy

In this part, we will delve into image preprocessing for computer vision systems.

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