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Attention Mechanism

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Attention Mechanism

magic_button Attention Mechanism Machine Learning Machine Translation
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30 minutes Intermédiaire universal_currency_alt No cost

This course will introduce you to the attention mechanism, a powerful technique that allows neural networks to focus on specific parts of an input sequence. You will learn how attention works, and how it can be used to improve the performance of a variety of machine learning tasks, including machine translation, text summarization, and question answering.

This course is estimated to take approximately 45 minutes to complete.

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Informations sur le cours
Objectifs
  • Understand the concept of attention and how it works
  • Learn how attention mechanism is applied to machine translation
Prérequis

The prospective learner of the above course would need to have some pre-existing knowledge of the following:

  • Machine learning
  • Deep learning
  • Natural language processing
  • Computer vision
  • Python programming
Cible
Data Scientist, Machine Learning Engineers Software Engineers
Langues disponibles
English, español (Latinoamérica), français, עברית, bahasa Indonesia, italiano, 日本語, 한국어, português (Brasil), 简体中文 et 繁體中文
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