PyTorch Courses and Certifications

Intermediate Deep Learning with PyTorch

17 ratings at DataCamp

Learn about fundamental deep learning architectures such as CNNs, RNNs, LSTMs, and GRUs for modeling image and sequential data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Packt Microcredential

PyTorch Ultimate 2024 - From Basics to Cutting-Edge

Master PyTorch from basics to advanced techniques. Build neural networks, explore CNNs, RNNs, GANs, and apply AI to real-world problems. Ideal for tech professionals and data scientists seeking cutting-edge skills.

• Coursera
• On-Demand
• Paid Course

Packt

Advanced PyTorch Techniques and Applications

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 8 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Building and Training Neural Networks with PyTorch

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 37 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Foundations and Core Concepts of PyTorch

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 35 minutes
• On-Demand
• Free Online Course (Audit)

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 14 minutes
• On-Demand
• Free Online Course (Audit)

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 25 minutes
• On-Demand
• Free Online Course (Audit)

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

Neural Network Programming - Deep Learning with PyTorch

1 review

Learn to build and train neural networks using PyTorch, covering tensor operations, CNN architecture, data preparation, training loops, and performance optimization techniques for deep learning projects.

• YouTube
• 9 hours
• On-Demand
• Free Video

Deep Learning with PyTorch Live Course

1 review

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

Tech with Tim

Python Is Weird

1 review

Explore Python's quirks and lesser-known features, from the walrus operator to string interning, in this engaging tutorial that challenges your understanding of the language.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Deep Learning with PyTorch: Zero to GANs

1 review

"Deep Learning with PyTorch: Zero to GANs" is a beginner-friendly online course offering a practical and coding-focused introduction to deep learning using the PyTorch framework. Enroll now to start learning.

• Jovian
• 24 weeks, 2-3 hours a week
• On-Demand
• Free Online Course

Valerio Velardo - The Sound of AI

Custom Audio PyTorch Dataset with Torchaudio

1 review

Learn to create a custom audio dataset using PyTorch and torchaudio, focusing on the UrbanSound8K dataset. Explore basic I/O functions in torchaudio and implement essential dataset class methods.

• YouTube
• 23 minutes
• On-Demand
• Free Video

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)

PyTorch Essential Training: Deep Learning

88 ratings at LinkedIn Learning

Explore the basics of deep learning using PyTorch and test your knowledge with hands-on challenges.

• LinkedIn Learning
• 1 hour 22 minutes
• On-Demand
• Free Trial Available