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24 Οκτ 2021 · Welcome to the Zero to Mastery Learn PyTorch for Deep Learning course, the second best place to learn PyTorch on the internet (the first being the PyTorch documentation). Update April 2023: New tutorial for PyTorch 2.0 is live!
This PyTorch cheat sheet (+ PDF version) by Daniel Bourke will help you learn and remember key commands and setups for PyTorch.
This course will teach you the foundations of machine learning and deep learning with PyTorch (a machine learning framework written in Python). The course is video based. However, the videos are based on the contents of this online book. For full code and resources see the course GitHub.
This course covers a large amount of PyTorch and deep learning but the field of machine learning is vast, inside here you'll find recommended books and resources for: PyTorch and deep learning, ML engineering, NLP (natural language processing), time series data, where to find datasets and more.
PyTorch for Deep Learning Bootcamp (2024): Zero to Mastery. Learn PyTorch from scratch! This PyTorch course is your step-by-step guide to developing your own deep learning models using PyTorch. You'll learn Deep Learning with PyTorch by building a massive 3-part real-world milestone project.
01. PyTorch Workflow Fundamentals. The essence of machine learning and deep learning is to take some data from the past, build an algorithm (like a neural network) to discover patterns in it and use the discovered patterns to predict the future. There are many ways to do this and many new ways are being discovered all the time.
6 Ιουλ 2022 · Answering questions like what is PyTorch (an open-source machine learning framework) and what can PyTorch be used for (manipulating data and writing machine learning algorithms). Then we'll get familiar with the fundamental building block of deep learning, the tensor.
