PyTorch Courses and Certifications

PyTorch: Techniques and Ecosystem Tools

18 ratings at Coursera

Master advanced PyTorch optimization, computer vision with TorchVision, NLP with Hugging Face, and efficient training pipelines for production-ready deep learning models.

• Coursera
• 1 day 8 hours 58 minutes
• Self-Paced
• Paid Course

PyTorch: Advanced Architectures and Deployment

18 ratings at Coursera

Master sophisticated PyTorch architectures from Siamese Networks to Transformers, plus deployment techniques including ONNX, pruning, and quantization for real-world applications.

• Coursera
• 1 day 6 hours 40 minutes
• Self-Paced
• Paid Course

Packt

Building and Training Neural Networks with PyTorch

13 ratings at Coursera

Master PyTorch for neural networks: classification, CNNs, object detection, style transfer, and RNNs. Hands-on exercises in data preparation, model building, and advanced techniques for image and audio processing.

• Coursera
• 7 hours 52 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• Paid Course

Coursera

Pneumonia Classification using PyTorch

11 ratings at Coursera

Build a pneumonia classifier using EfficientNet and PyTorch. Fine-tune a pre-trained model on chest X-ray images to distinguish between normal and pneumonia cases.

• Coursera
• 2 hours 25 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Paid Course

Packt

Hands-On Data Science with PyTorch & Pandas

Master data science by building interactive dashboards with Shiny, analyzing datasets using Pandas workflows, and implementing PyTorch tensor operations and image classification apps in Python.

• Coursera
• 7 hours
• Self-Paced
• 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
• Self-Paced
• Paid Course

PyTorch Ultimate: From Basics to Cutting-Edge

863 ratings at Udemy

Become an expert applying the most popular Deep Learning framework PyTorch

• Udemy
• 19 hours 3 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video