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PyTorch

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Requirements

To follow this course, it is required to know following …
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Setup

PyTorch Setup

Basics

Scalar, Vector, Matrix, and Tensor
PyTorch and NumPy Basics
Machine Learning Workflow

Linear Regression

Linear Regression from Scratch
Linear Regression from Built-Ins

Logistic Regression

Logistic Regression to Predict Weather Data

Reference

PyTorch
An open source machine learning framework that accelerates the path from research prototyping to production deployment.
https://pytorch.org/
Google Colaboratory
https://research.google.com/colaboratory/
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