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FACULTY OF AGRICULTURALSCIENCES AND TECHNOLOGIES / BIOSYSTEMS ENGINEERING / BSM4040 - DEEP LEARNING
Learning Outcomes Of the Course
ÖÇ1
Explain the basic concepts of deep learning, neural network architectures and related mathematical foundations
ÖÇ2
Construct models such as artificial neural networks, convolutional neural networks (CNN) and recurrent neural networks (RNN)
ÖÇ3
Develops data-driven projects using deep learning libraries such as TensorFlow and PyTorch
ÖÇ4
Analyzes the performance of deep learning models and improve them with optimization and regularization techniques
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