Udemy – PyTorch Power: From Zero to Deep Learning Hero – PyTorch 2024-7

Published on: 2024-09-01 14:44:15

Categories: 28

Description

PyTorch Power: From Zero to Deep Learning Hero course – PyTorch. This course guides you from the basic concepts of tensors to building complex neural networks with a mastery of convolutional neural networks (CNN) for advanced image recognition tasks. Whether you are a beginner or an experienced developer, this course offers a comprehensive learning experience. You’ll learn the theory behind neural networks, get hands-on coding experience, and test your knowledge with quizzes and activities. The final project challenges you to build a CNN to detect brain tumors from MRI images, preparing you for real-world applications.

What you will learn

Comprehensive understanding of tensors and their operations in PyTorch
The ability to build and train simple to complex neural networks
Familiarity with different cost functions, optimizers and activation functions
Hands-on experience using DataLoader and transformations for data management
Practical experience in building convolutional neural networks
A complete project on brain tumor detection from MRI images, demonstrating your deep learning and PyTorch skills

This course is suitable for people who

Beginners who want to enter the world of deep learning and artificial intelligence.
Software developers and data scientists looking to expand their skills with PyTorch.
Machine learning enthusiasts who are passionate about building and deploying neural network models.
Anyone interested in applying deep learning to real-world problems and projects.