Avoiding Data Disasters
ethics
machine learning
Why you can’t ignore the crucial role of humans in the data science pipeline
11 Short Videos About AI Ethics
ethics
machine learning
Short videos about machine learning ethics to watch and share.
Google’s AutoML: Cutting Through the Hype
technical
machine learning
Analyzing Google’s claims that we all need custom neural networks
An Introduction to Deep Learning for Tabular Data
machine learning
technical
Deep learning is not just for images and text.
What you need to do deep learning
advice
technical
machine learning
The hardware, software, background, and data you need to do deep learning (it may be less than you expect).
How (and why) to create a good validation set
machine learning
technical
Avoid failures from poorly chosen validation sets.
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