PyTorch Courses and Certifications

Learn PyTorch in 5 Projects - Tutorial

Master PyTorch through five hands-on projects covering tabular data, image, audio, and text classification, including custom and pre-trained models for real-world applications.

• freeCodeCamp
• 5 hours 49 minutes
• On-Demand
• Free Video

Code 7 Landmark NLP Papers in PyTorch - Full Neural Machine Translation Course

Dive into neural machine translation by replicating 7 landmark NLP papers in PyTorch, covering RNNs, LSTMs, attention mechanisms, and Transformers with hands-on coding labs.

• freeCodeCamp
• 7 hours 1 minute
• On-Demand
• Free Video

Become an AI Researcher - LLM, Math, PyTorch, Neural Networks, Transformers

Master foundational math, PyTorch, neural networks, and Transformers to build expertise in AI research and understand the technology behind modern LLMs.

• freeCodeCamp
• 3 hours 7 minutes
• On-Demand
• Free Video

Practical Computer Vision with PyTorch

Master PyTorch for computer vision through hands-on projects covering image classification, object detection, segmentation, and generative modeling with real-world applications.

• openHPI
• 2 weeks
• On-Demand
• Free Online Course

PyTorch Fundamentals

Learn the fundamentals of deep learning with PyTorch! This beginner friendly learning path will introduce key concepts to building machine learning models in multiple domains include speech, vision, and natural language processing.

• Microsoft Learn
• 2 hours 33 minutes
• On-Demand
• Free Online Course

Aladdin Persson

PyTorch Image Segmentation Tutorial with U-NET - Everything From Scratch

Learn to implement U-NET for image segmentation from scratch, covering model architecture, dataset preparation, training process, and evaluation techniques in PyTorch.

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

Aladdin Persson

Pytorch Transformers from Scratch - Attention Is All You Need

Implement Pytorch Transformers from scratch, exploring the "Attention is all you need" paper. Learn attention mechanisms, encoder-decoder architecture, and practical application.

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

Python Engineer

Deep Learning With PyTorch - Full Course

Comprehensive PyTorch tutorial covering fundamentals, advanced concepts, and practical implementations for deep learning, from tensor basics to CNNs and transfer learning.

• YouTube
• 4 hours 36 minutes
• On-Demand
• Free Video

Abhishek Thakur

PyTorch 101 - An Applied Tutorial

Discover PyTorch fundamentals through hands-on examples covering tensors, autograd, datasets, dataloaders, and building neural networks for NLP and computer vision applications.

• YouTube
• 1 hour 49 minutes
• On-Demand
• Free Video

Valerio Velardo - The Sound of AI

PyTorch for Audio and Music Processing

Master PyTorch and torchaudio for deep learning in audio and music processing, including neural networks, mel spectrograms, CNNs, and GPU-accelerated sound classification.

• YouTube
• 2 hours 55 minutes
• On-Demand
• Free Video

HuggingFace

Hugging Face Course Chapter 3 - PyTorch Version

Discover PyTorch integration with Hugging Face datasets, preprocessing, dynamic padding, Trainer API, and Accelerate for efficient model training workflows.

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

Patrick Loeber

Chat Bot with PyTorch - NLP and Deep Learning Python Tutorial

Discover how to build intelligent chatbots using PyTorch and NLP techniques, from basic concepts to creating a complete GUI application with Python and Tkinter.

• YouTube
• 1 hour 52 minutes
• On-Demand
• Free Video

Aladdin Persson

Generative Adversarial Networks - GANs Implementation from Scratch with PyTorch

Master Generative Adversarial Networks from basics to advanced architectures like DCGAN, WGAN, Pix2Pix, CycleGAN, ProGAN, and SRGAN with hands-on PyTorch implementations.

• YouTube
• 8 hours 34 minutes
• On-Demand
• Free Video

Valerio Velardo - The Sound of AI

Custom Audio PyTorch Dataset with Torchaudio

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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

deeplizard

Batch Normalization in PyTorch - Adding Normalization to Convolutional Neural Network Layers

Learn to implement batch normalization in convolutional neural networks using PyTorch. Explore the benefits, create and compare networks, and optimize performance through hands-on coding and practical examples.

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