Topic: Tensors

Seminar: 1 seminar

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Machine Learning

SeminarMachine LearningRecording

Fundamentals of PyTorch: Building a Model Step-by-Step

Daniel Voigt Godoy

Berlin, Germany

Oct 1, 2021

In this workshop you'll learn the fundamentals of PyTorch using an incremental, from-first-principles approach. We'll start with tensors, autograd, and the dynamic computation graph, and then move on to developing and training a simple model using PyTorch's model classes, datasets, data loaders, optimizers, and more. You should be comfortable using Python, Jupyter notebooks, Google Colab, Numpy and, preferably, object oriented programming.