PyTorch-Lightning Courses and Certifications

Scalable AI Models with PyTorch Lightning

Streamline your AI projects by building modular models and mastering advanced optimization with PyTorch Lightning!

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

AI Workshop: Build a Neural Network with PyTorch Lightning

30 ratings at LinkedIn Learning

Learn how to build a neural network with PyTorch Lightning in this interactive, workshop-style coding course.

• LinkedIn Learning
• 1 hour 31 minutes
• On-Demand
• Free Trial Available

Aladdin Persson

PyTorch Lightning Tutorials

Master PyTorch Lightning fundamentals from modules and trainers to multi-GPU training, metrics, callbacks, and TensorBoard logging for streamlined deep learning workflows.

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

Aladdin Persson

Finetuning Whisper with Huggingface and Pytorch Lightning

Explore fine-tuning Whisper using Hugging Face and PyTorch Lightning for advanced speech recognition. Learn techniques to enhance model performance and adapt it to specific use cases.

• YouTube
• 6 hours 19 minutes
• On-Demand
• Free Video

Weights & Biases

Supercharge Your Training With PyTorch Lightning and Weights & Biases

Learn to enhance ML pipelines using PyTorch Lightning and Weights & Biases. Discover efficient experiment tracking, advanced logging techniques, and how to leverage callbacks for improved model development and visualization.

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

Venelin Valkov

Getting Started with PyTorch Lightning for Deep Learning

Explore PyTorch Lightning for easier Deep Learning projects, using Google's GoEmotions dataset to build an emotion classification model with practical coding examples.

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

Deep Learning with PyTorch for Medical Image Analysis

1401 ratings at Udemy

Learn how to use Pytorch-Lightning to solve real world medical imaging tasks!

• Udemy
• 12 hours 6 minutes
• On-Demand
• Paid Course

Deep Learning for Beginners: Core Concepts and PyTorch

289 ratings at Udemy

Get an Intuitive Understanding of Deep Learning and Artificial Intelligence

• Udemy
• 9 hours 42 minutes
• On-Demand
• Paid Course

Advanced Reinforcement Learning in Python: from DQN to SAC

184 ratings at Udemy

Build Artificial Intelligence (AI) agents using Deep Reinforcement Learning and PyTorch: DDPG, TD3, SAC, NAF, HER.

• Udemy
• 8 hours 8 minutes
• 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

Coursera

Production AI Model Development and Ethics

Master production ML lifecycle from feature engineering to ethical deployment, covering PyTorch optimization, model evaluation, and responsible AI documentation practices.

• Coursera
• 10 hours 5 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

Venelin Valkov

Multivariate Time Series Forecasting with LSTM Using PyTorch and PyTorch Lightning - ML Tutorial

Learn to build and train an LSTM Deep Neural Network for Bitcoin price prediction using multivariate time series data, PyTorch, and PyTorch Lightning. Covers dataset creation, model building, and prediction analysis.

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

Alfredo Canziani

Supervised and Self-Supervised Transfer Learning With PyTorch Lightning

Explore supervised and self-supervised transfer learning techniques using PyTorch Lightning, comparing their implementation, training, and generalization capabilities in deep learning applications.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

StatQuest with Josh Starmer

Long Short-Term Memory with PyTorch + Lightning

Learn to implement and train LSTM networks using PyTorch and Lightning, covering custom LSTM coding, PyTorch's built-in LSTM, and advanced training techniques for deep learning projects.

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