Attention Mechanism

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.

• Understand the concept and functioning of attention mechanism
• Learn how attention is applied in machine translation
• Improve performance of various machine learning tasks using attention
• Apply attention in text summarization and question answering

• Prior hands-on experience with core concepts covered
• Comfort applying main tools or methods independently