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Deep Learning

A collection of 21 posts.

Deep Learning in 5 Minutes
Deep Learning

Deep Learning in 5 Minutes

In this video, we will take a closer look into Deep Learning. We will learn what deep learning is, where in the world of Artificial Intelligence it stands, why it has been very successful in becoming part of our lives and how it compares to more traditional machine learning algorithms.

Is Word Error Rate Useful?
Deep Learning

Is Word Error Rate Useful?

What is Word Error Rate? Word Error Rate is a measure of how accurate an Automatic Speech Recognition (ASR) system performs. Quite literally, it calculates how many “errors” are in the transcription text produced by an ASR system, compared to a human transcription.

Fine-Tuning Transformers for NLP
Deep Learning

Fine-Tuning Transformers for NLP

Since the Attention Is All You Need paper, Transformers have completely redefined the field of Natural Language Processing. In this blog, we show you how to quickly fine-tune Transformers for numerous downstream tasks, that often perform really well out of the box!