YoVDO

Intro to PyTorch Tutorial - Building Fashion Recognizer

Offered By: Microsoft via YouTube

Tags

PyTorch Courses Machine Learning Courses Network Architecture Courses Loss Functions Courses Tensorboard Courses

Course Description

Overview

Dive into a 32-minute tutorial on building a fashion recognizer using PyTorch, led by core contributor Dmytro Dzhulgakov. Explore PyTorch's core functionality, tackle a classification problem, define network architecture, set up loss functions and optimizers, integrate TensorBoard, and construct a training loop. Gain hands-on experience with one of the most popular open-source machine learning frameworks, accelerating your journey from research to production deployment. Access additional resources including PyTorch tutorials, TorchVision documentation, and the PyTorch GitHub repository to further enhance your learning experience.

Syllabus

] PyTorch Core functionality introduction.
] Demo: classification problem.
] Demo: Define network architecture.
] Demo: Define loss function & optimizer.
] Demo: Setting up TensorBoard.
] Demo: Training Loop.


Taught by

Microsoft Developer

Tags

Related Courses

Practical Machine Learning with Tensorflow
Google via Swayam
Advanced Deployment Scenarios with TensorFlow
DeepLearning.AI via Coursera
TensorFlow: Data and Deployment
DeepLearning.AI via Coursera
Introduction to TensorFlow in R
DataCamp
Building and Deploying Deep Learning Applications with TensorFlow
LinkedIn Learning