BVA 528E - İş Uygulamaları için Derin Öğrenme

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.

Dersin Tanımı

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 ramework Tensorflow.
Explore advanced techniques such as transfer learning, attention mechanisms, and generative models to address domain-specific challenges.Implement practical deep learning solutions in diverse fields such as computer vision, natural language processing, and time-series analysis.
Develop proficiency in deploying deep learning models and fine-tuning them for performance optimization.