PyTorch Python Tutorial |Deep Learning Using PyTorch| Image Classifier Using PyTorch| Edureka Rewind

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This Edureka PyTorch Tutorial video (Blog: https://goo.gl/4zxMfU) will help you in understanding various important basics of PyTorch. It also includes a use-case in which we will create an image classifier that will predict the accuracy of an image data-set using PyTorch.
00:00:00 Introduction
00:00:19 Agenda
00:00:46 AI, Machine Learning and Deep Learning
00:01:36 What is Deep Learning?
00:02:42 Maximized support!
00:02:59 Python Libraries
00:03:18 PyTorch - An Introduction
00:04:35 PyTorch - Origin
00:05:27 PyTorch - Concepts
00:10:55 The NumPy Bridge!
00:14:16 Autograd Module
00:16:19 Creating a Neural Network
00:27:51 Comparison - An overview
00:29:15 Problem Statement
00:29:46 Dataset
00:30:51 Flow Diagram
00:31:33 Training an image Classifier
00:31:54 Loading and Normalizing CIFAR10
00:32:15 Define a Convolution Neural Network
00:32:41 Define a Loss Function and Optimizer
00:33:46 Train the Network
00:34:01 Test the Network on Test Data
00:40:33 Results
00:40:59 Session In A Minute

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