Attention Mechanism

Offered byGoogle Cloud

Attention Mechanism
at
Google Cloud
Overview

Delve into a fundamental concept in modern machine learning and deep learning models

Duration	8 hours
Total fee	Free
Mode of learning	Online
Difficulty level	Intermediate
Official Website	Explore Free Course
Credential	Certificate

Attention Mechanism
at
Google Cloud
Highlights

Earn a certificate after completion of the course
Quiz for practice

Attention Mechanism
at
Google Cloud
Course details

Who should do this course?

Data Scientist
Machine Learning Engineers
Software Engineers

What are the course deliverables?

Understand the concept of attention and how it works
Learn how attention mechanism is applied to machine translation

More about this course

This course will introduce students to the attention mechanism, a powerful technique that allows neural networks to focus on specific parts of an input sequence
In this course students 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

Attention Mechanism
at
Google Cloud
Curriculum

Introduction

Attention Mechanism: Overview

Attention Mechanism: Quiz

Introduction to Attention

Understanding the motivation behind attention mechanisms and their role in improving the performance of machine learning models

Types of Attention

Exploring different types of attention mechanisms such as self-attention (in transformers), content-based attention, location-based attention, etc., and understanding their architectures