PyTorch Courses and Certifications

Coursera

Facial Expression Recognition with PyTorch

60 ratings at Coursera

Learn to classify facial expressions using PyTorch, including data augmentation, training loop creation, and model application on input images.

• Coursera
• 1 hour 37 minutes
• On-Demand
• Paid Course

Deep Learning Image Classification in PyTorch 2.0

64 ratings at Udemy

Deep Learning | Computer Vision | Image Classification Model Training and Testing | PyTorch 2.0 | Python3

• Udemy
• 4 hours 16 minutes
• On-Demand
• Paid Course

Packt

Foundations and Core Concepts of PyTorch

50 ratings at Coursera

Master PyTorch fundamentals: from setup to advanced modeling. Build neural networks, optimize performance, and apply deep learning techniques to real-world problems using hands-on exercises and practical implementations.

• Coursera
• 6 hours 49 minutes
• On-Demand
• Paid Course

Coursera

Deep Learning with PyTorch : Object Localization

48 ratings at Coursera

Learn to implement object localization using PyTorch, including dataset preparation, augmentation, and training a CNN to detect and locate objects in images.

• Coursera
• 1 hour 56 minutes
• On-Demand
• Paid Course

Coursera

Deep Learning with PyTorch : Siamese Network

49 ratings at Coursera

Implement a Siamese Network with PyTorch for person re-identification using Triplet loss function. Learn to create Anchor, Positive, and Negative image datasets and train feature embeddings.

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

Pytorch Deep Learning

46 ratings at Udemy

Master deep learning fundamentals through advanced concepts like BERT and T5, using PyTorch and Hugging Face. Hands-on projects progress from basic perceptrons to sophisticated neural networks and transformers.

• Udemy
• 5 hours 33 minutes
• On-Demand
• Paid Course

Coursera

Aerial Image Segmentation with PyTorch

32 ratings at Coursera

Learn to segment aerial images using PyTorch, including dataset preparation, augmentation, model training with UNet, and inference on the Massachusetts Roads dataset.

• Coursera
• 2 hours 4 minutes
• On-Demand
• Paid Course

PyTorch Basics for Machine Learning

25 ratings at edX

Learn PyTorch fundamentals for machine learning, covering tensors, automatic differentiation, datasets, linear regression, gradient descent, optimization, and logistic regression. Gain practical skills through hands-on projects and exercises.

• edX
• 5 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Deep Learning with Python and PyTorch.

16 ratings at edX

This course is the second part of a two-part course on how to develop Deep Learning models using Pytorch.

• edX
• 6 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Deep Learning with PyTorch : GradCAM

21 ratings at Coursera

Implement GradCAM for CNN visualization, creating custom datasets, architectures, and functions. Learn to generate and plot heatmaps for localization in image classification tasks.

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

Packt

Advanced PyTorch Techniques and Applications

24 ratings at Coursera

Master advanced PyTorch techniques for recommender systems, autoencoders, GANs, GNNs, and transformers. Explore NLP, model deployment, and optimization using PyTorch Lightning. Ideal for experienced data scientists and ML engineers.

• Coursera
• 11 hours 23 minutes
• On-Demand
• Paid Course

Packt

Building and Training Neural Networks with PyTorch

11 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
• On-Demand
• Paid Course

PyTorch: Techniques and Ecosystem Tools

12 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
• On-Demand
• Paid Course

PyTorch: Advanced Architectures and Deployment

11 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
• On-Demand
• 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
• On-Demand
• Paid Course