PyTorch Courses and Certifications

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

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

Learn to build and evaluate neural network classification models using PyTorch, covering data preparation, binary and multiclass designs, and performance metrics for real-world applications.

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

Master neural networks to generate human-like text using PyTorch, covering embeddings, RNNs, and LSTMs for sequential data processing and contextual text generation.

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

Master CNNs, vision transformers, and DETR for image classification and object detection using PyTorch with hands-on projects and data augmentation techniques.

• Codecademy
• 5 hours
• On-Demand
• Free Trial Available

Master text classification using PyTorch neural networks and fine-tune BERT transformers for movie review sentiment analysis with transfer learning optimization techniques.

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

Microcredential

Build Deep Learning Models with PyTorch

Master neural network development across tabular data, text, and images using PyTorch through hands-on classification and generation projects in this comprehensive 17-hour learning path.

• Codecademy
• 17 hours
• On-Demand
• Free Trial Available

Microcredential

Engineer Neural Networks with PyTorch and Transformers

Master PyTorch neural networks and transformer finetuning with LoRA/QLoRA techniques. Build production-ready models for image, text, and sequential data through hands-on projects.

• Codecademy
• 8 hours
• On-Demand
• Free Trial Available

PyTorch for Deep Learning - Full Course / Tutorial

In this course, you will learn how to build deep learning models with PyTorch and Python. The course makes PyTorch a bit more approachable for people starting out with deep learning and neural networks.

• freeCodeCamp
• 10 hours
• On-Demand
• Free Video

Applied Deep Learning with PyTorch - Full Course

In this course you will learn the key concepts behind deep learning and how to apply the concepts to a real-life project using PyTorch and Python.

• freeCodeCamp
• 6 hours
• On-Demand
• Free Video

PyTorch for Deep Learning & Machine Learning – Full Course

Comprehensive PyTorch course covering deep learning fundamentals, neural networks, computer vision, and custom datasets. Hands-on tutorials for building and training models from scratch.

• freeCodeCamp
• 1-2 hours
• On-Demand
• Free Video

PyTorch for Deep Learning Bootcamp: Zero to Mastery

Learn PyTorch. Become a Deep Learning Engineer. Get Hired. This PyTorch course is your step-by-step guide to developing your own deep learning models using PyTorch. Includes Computer Vision, Neural Networks + more!

• Zero To Mastery
• 52 hours
• On-Demand
• Paid Course

Building a Vision Transformer Model from Scratch with PyTorch

Build a Vision Transformer from scratch with PyTorch, implementing patch embedding through Transformer Encoder, and train your model on CIFAR-10 for practical image classification experience.

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

VGG From Scratch - Deep Learning Theory and PyTorch Implementation

Master VGG neural network architecture through hands-on PyTorch implementation, covering theory, mathematics, and practical deep learning techniques for computer vision applications.

• freeCodeCamp
• 5 hours 25 minutes
• On-Demand
• Free Video

Build a Stable Diffusion VAE From Scratch Using PyTorch

Master building Variational Autoencoders (VAE) for image generation using PyTorch, focusing on implementation techniques for latent diffusion models and hands-on neural network training.

• freeCodeCamp
• 43 minutes
• On-Demand
• Free Video