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Deep Learning на пальцах

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About

Deep Learning на пальцах is an introductory course aimed at teaching deep learning from scratch, without requiring prior knowledge of neural networks or machine learning. The course includes live-streamed lectures on YouTube, Python assignments, and discussions in Russian-speaking ML communities. It is also used as a parallel course for master's students at Novosibirsk State University and students at the CS center in Novosibirsk. The lectures cover various aspects of deep learning, including supervised learning, neural networks, PyTorch, CNNs, NLP, reinforcement learning, and more, through a combination of theory and practical assignments.

Platform
Web
Keywords
machine learningeducationdeep learningpythoncourse
Task
education
Features

• community support

• focus on deep learning

• suitable for beginners

• assignments in python

• live-streamed lectures

• introductory course

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