Transparent and understandable AI systems

From Interpretable AI by Ajay Thampi

Leverage cloud-based machine learning services

From Serverless Machine Learning in Action by Carl Osipov

Understanding the Math Behind the Algorithms

From Math and Architectures of Deep Learning by Krishnendu Chaudhury

Store, Analyse, and Filter Data Better

From Pandas in Action by Boris Paskhaver

Learn Machine Learning by Making Projects

From Machine Learning Bookcamp by Alexey Grigorev

Leverage the Power of Machine Learning

From Machine Learning with TensorFlow, Second Edition by Chris A. Mattmann

A Pre-Trained Model that Fakes It until It Makes It

From Deep Learning with PyTorch by Eli Stevens and Luca Antiga

This article explores the use and capabilities of GANs, using a fictional (and inadvasible) example of aspiring art forgers.

Building and Using Real-World Models

From Machine Learning Systems by Jeff Smith

Actually using models in the real world is tough. To learn about all the complexity of using models in the real world, we’re going to need to move to the bustle of the big city. This article considers the fastest moving animals in the city, turtles.

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