Deep Learning

Name: Deep Learning (English version)
SKU: SCC020007-U-ENG-HTM

Konstantina Valogianni

Product #:SCC020007-U-ENG-HTM

Supplier:IE University

Discipline:Information Systems

Details:Multimedia (Online Simulation) • 90 min • 2024-12-06

Subjects:

Information systems

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$21.80

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This multimedia tutorial aims to introduce students to Deep Learning, a sub-category of Machine Learning that has revolutionized the way AI is being used in business and across a range of disciplines. The tutorial introduces students to the concept of Deep Learning and contextualizes Deep Learning in relation to its predecessor, Artificial Neural Networks. After completing this tutorial, students will understand what Deep Learning is, how it works, the challenges that the use of Deep Learning poses, the infrastructure required to implement Deep Learning, and practical examples of Deep Learning in the real world.

Learning Objectives

1. Understand and explain what Deep Learning is and its relationship with Machine Learning. 2. Analyze how the introduction of Deep Learning has made issues of transparency and explainability particularly important. 3. Explain the infrastructural requirements necessary to implement Deep Learning. 4. Understand the use of Deep Learning in Natural Language Processing tasks. 5. Reflect on the future of AI given sustainability challenges in the use of Deep Learning models.