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PyTorch Zero to All

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Learn essential machine learning and deep learning concepts using PyTorch, covering linear models, neural networks, CNNs, and RNNs in a comprehensive series of lectures.
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14 Lesons
3 hours 30 minutes
On-Demand
Free-Video

PyTorch for Python 3.5

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Learn PyTorch fundamentals, from linear models to advanced CNNs. Master gradient descent, back-propagation, regression, and neural network architectures for efficient deep learning implementation.
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14 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Python Engineer

Deep Learning With PyTorch - Full Course

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Comprehensive PyTorch tutorial covering fundamentals, advanced concepts, and practical implementations for deep learning, from tensor basics to CNNs and transfer learning.
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18 Lesons
4 hours 36 minutes
On-Demand
Free-Video
AssemblyAI

PyTorch Crash Course - Getting Started with Deep Learning

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Comprehensive introduction to PyTorch, covering tensor basics, autograd, linear regression, neural networks, and CNNs. Ideal for beginners in deep learning.
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8 Lesons
50 minutes
On-Demand
Free-Video
Open Data Science

ODSC East 2016 - Building Neural Networks at Twitter with Autograd

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Explore building flexible neural networks using autograd, a tool that simplifies gradient computation and enables easy experimentation with new model architectures at Twitter.
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18 Lesons
24 minutes
On-Demand
Free-Video
Simons Institute

Deep Learning and the Relational Algebra

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Exploring the integration of machine learning inference in query processing, including tensor operations and autograd in relational algebra, with insights from early research experiences.
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1 Lesons
32 minutes
On-Demand
Free-Video
EuroPython Conference

An Introduction to PyTorch & Autograd

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Explore PyTorch's dynamic computation graphs and Autograd package for efficient deep learning, with practical examples and insights into GPU processing and algorithmic differentiation.
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11 Lesons
32 minutes
On-Demand
Free-Video