Tagged: Deep Learning

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How to Learn from Little Data

These days, the world is awash in data. There’s no shortage of it.  However, sometimes you don’t have all the data you need to glean any insight out of. But all hope is not lost: enter meta-learning. Here’s an interesting look at meta-learning and how to learn from a shortage...

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Deep Learning for Time Series Made Easy

In this presentation from PyData Amsterdam, Dafne van Kuppevelt explores how to make  deep learning easier for time-series data with mcfly, an open source python library, to help machine learning novices explore the value of deep learning for time series data.

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How to Generate Images with Deep Learning

Siraj Raval has a new video out on how to build a variational autoencoder.  It will be capable of generating novel images after being trained on a collection of images. Using handwritten digit images as training data, he’ll both generate new digits and plot out the learned embeddings. He also...