PyTorch Courses and Certifications

Coursera

Classify Radio Signals with PyTorch

12 ratings at Coursera

Train a CNN in PyTorch to classify radio signals using spectogram images, applying augmentation techniques and creating custom functions for training and evaluation.

• Coursera
• 1 hour 45 minutes
• On-Demand
• Paid Course

PyTorch and Deep Learning for Decision Makers

Explore PyTorch's ecosystem for AI applications, focusing on data quality, model selection, and deployment challenges to make informed decisions in integrating AI into business processes.

• edX
• 7 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Deep Learning with PyTorch

Master neural networks, CNNs, RNNs, and LSTMs using PyTorch for computer vision and NLP tasks with advanced optimization techniques and real-world applications.

• Coursera
• 1 day 2 hours 18 minutes
• On-Demand
• Paid Course

Packt

Machine Learning with PyTorch and Scikit-Learn

Master machine learning and deep learning with PyTorch and Scikit-Learn through practical examples, covering neural networks, transformers, GANs, and reinforcement learning techniques.

• Coursera
• 1 day 19 hours 12 minutes
• On-Demand
• Paid Course

Packt

Deep Learning - Computer Vision for Beginners Using PyTorch

Master PyTorch and deep learning for computer vision. Build neural networks, implement CNNs, and apply skills to real-world datasets. Includes optional Python basics and data science libraries.

• Coursera
• 9 hours 40 minutes
• On-Demand
• Paid Course

Packt

Mastering Image Segmentation with PyTorch

Explore image segmentation with PyTorch, from basics to advanced techniques. Learn CNNs, semantic segmentation, and tackle real-world projects to master this crucial aspect of computer vision.

• Coursera
• 6 hours 29 minutes
• On-Demand
• Paid Course

Coursera

Optimize Deep Learning: Tune PyTorch Models

Master PyTorch Lightning to implement custom callbacks, debug training issues, and optimize deep learning models for stable, production-ready performance.

• Coursera
• 3 hours 40 minutes
• On-Demand
• Paid Course

Packt

Accelerate Model Training with PyTorch 2.X

Master PyTorch 2.X optimization techniques to dramatically accelerate model training through compilation, mixed precision, distributed strategies, and efficient data pipelines.

• Coursera
• 8 hours 10 minutes
• On-Demand
• Paid Course

Coursera

Optimize PyTorch: Build and Accelerate Layers

Master custom neural network layer creation and accelerate PyTorch model training through performance optimization techniques like mixed precision and gradient accumulation.

• Coursera
• 2 hours 7 minutes
• On-Demand
• Paid Course

Aladdin Persson

PyTorch Tutorials - Complete Deep Learning Course from Basics to Advanced Applications

Master PyTorch through comprehensive tutorials covering neural networks, CNNs, RNNs, GANs, transformers, computer vision, NLP, and advanced techniques from basic setup to complex implementations.

• YouTube
• 1 day 41 minutes
• On-Demand
• Free Video

Hands-On PyTorch Machine Learning

204 ratings at LinkedIn Learning

Discover the fundamentals of creating machine learning models with PyTorch, the open-source machine learning framework.

• LinkedIn Learning
• 57 minutes
• On-Demand
• Free Trial Available

Learn to create, train, and test artificial neural networks using PyTorch. Build predictive models, define functions, and evaluate performance for real-world applications.

• Codecademy
• 3 hours
• On-Demand
• Free Trial Available

Deep Learning with PyTorch Live Course

2 reviews

Learn PyTorch for deep learning: tensors, gradient descent, linear regression, image processing, neural networks, CNNs, ResNet, regularization, data augmentation, and GANs for image generation.

• freeCodeCamp
• 12 hours
• On-Demand
• Free Video

PyTorch and Monai for AI Healthcare Imaging - Python Machine Learning Course

2 reviews

Develop AI algorithms for liver segmentation using PyTorch and Monai. Learn computer vision techniques, data preparation, and model training for healthcare imaging applications.

• freeCodeCamp
• 5 hours
• On-Demand
• Free Video

Natural Language Processing with PyTorch

155 ratings at LinkedIn Learning

Learn the basics of using PyTorch, a powerful deep learning tool, for natural language processing.

• LinkedIn Learning
• 41 minutes
• On-Demand
• Free Trial Available