Deep Learning with Python and PyTorch

Academy
edX
Kurzbeschreibung
Learn how to use Python and its popular libraries such as NumPy and Pandas, as well as the PyTorchDeep Learning library. You'll then apply t... mehr...

Learn how to use Python and its popular libraries such as NumPy and Pandas, as well as the PyTorchDeep Learning library. You'll then apply themto buildNeural Networks and Deep Learning models.

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Kursarten
E-Learning
Fachbereiche

Informatik, Python, Web Programmierung, Technik, Machine Learning, Deep Learning

Kurslevel
Fortgeschritten

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Kursinhalt
The course will teach you how to develop Deep Learning models using Pytorch while providing the necessary deep-learning background. We'll start off with PyTorch's tensors and its Automatic Differentiation package. Then we'll cover different Deep Learning models in each section, beginning with fundamentals such as Linear Regression and logistic/softmax regression. We'll then move on to Feedforwarddeep neural networks, the role of different activation functions, normalization and dropout layers. In the final part of the course, we'll focus on Convolutional Neural Networks and Transfer Learning (pre-trained models). Several other Deep Learning methods will also be covered.
Kurssprache
Englisch
Kursgebühr
USD 99