BVA 528E - İşletmelerde Derin Öğrenme Uygulamaları

Dersin Amaçları

The objective of this course is to provide students with a comprehensive understanding of deep learning concepts, methodologies, and tools to solve complex real-world problems.
By the end of the course, students will be able to:
Understand the fundamental principles and architectures of deep learning, including neural networks, convolutional networks, and recurrent networks.
Design, train, and evaluate deep learning models using state-of-the-art framework Keras.

Explore advanced techniques such as transfer learning, attention mechanisms, and generative models to address domain-specific challenges.

Dersin Tanımı

The objective of this course is to provide students with a comprehensive understanding of deep learning concepts, methodologies, and tools, enabling them to solve complex real-world problems in the field of business. The course covers a wide range of topics, from fundamental neural network architectures to advanced techniques, with a focus on designing and applying deep learning solutions across various domains.