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PyTorch Dataset Normalization Using torchvision.transforms.Normalize()

Offered By: deeplizard via YouTube

Tags

PyTorch Courses Deep Learning Courses Data Normalization Courses

Course Description

Overview

Learn how to normalize datasets using PyTorch's torchvision.transforms.Normalize() in this comprehensive 26-minute video tutorial. Explore feature scaling, normalization examples, and standardization techniques. Dive into the process of normalizing color channels and implement dataset normalization through hands-on coding examples. Understand the impact of normalized data on neural network training and gain insights into collective intelligence concepts. Master the essential skill of dataset normalization to enhance your deep learning projects and improve model performance.

Syllabus

Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources
Feature Scaling
Normalization Example
What Is Standardization
Normalizing Color Channels
Code: Normalize a Dataset
Training With Normalized Data
Collective Intelligence and the DEEPLIZARD HIVEMIND


Taught by

deeplizard

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