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PyTorch Courses

Explore our full PyTorch curriculum. PyTorch powers modern AI—from computer vision to NLP and recommendation systems. Learn tensors, autograd, neural networks, and training workflows with interactive lessons and bite-sized projects so you can build and ship models confidently.

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Recommended for PyTorch beginners

Kickstart your deep learning journey step by step with practical, beginner-friendly courses led by experts, featuring real datasets and guided exercises.

Course

Introduction to Deep Learning with PyTorch

IntermediateSkill Level
4 hours
9.6K
Learn how to build your first neural network, adjust hyperparameters, and tackle classification and regression problems in PyTorch.

Track

Deep Learning in Python

18 hours
4K
Continue your machine learning journey into deep learning. Use the PyTorch library to create neural networks to model different data types.

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Browse PyTorch courses and tracks

8 Projects

Course

Introduction to Deep Learning with PyTorch

IntermediateSkill Level
4 hours
9.6K
Learn how to build your first neural network, adjust hyperparameters, and tackle classification and regression problems in PyTorch.

Course

Intermediate Deep Learning with PyTorch

IntermediateSkill Level
4 hours
3.4K
Learn about fundamental deep learning architectures such as CNNs, RNNs, LSTMs, and GRUs for modeling image and sequential data.

Course

Transformer Models with PyTorch

AdvancedSkill Level
2 hours
1.6K
What makes LLMs tick? Discover how transformers revolutionized text modeling and kickstarted the generative AI boom.

Course

Deep Learning for Images with PyTorch

AdvancedSkill Level
4 hours
1.5K
Apply PyTorch to images and use deep learning models for object detection with bounding boxes and image segmentation generation.

Course

Deep Learning for Text with PyTorch

AdvancedSkill Level
4 hours
1.3K
Discover the exciting world of Deep Learning for Text with PyTorch and unlock new possibilities in natural language processing and text generation.

Track

Deep Learning in Python

18 hours
4K
Continue your machine learning journey into deep learning. Use the PyTorch library to create neural networks to model different data types.

Related resources on PyTorch

blog

How to Learn PyTorch From Scratch in 2025: An Expert Guide

Learn PyTorch from scratch with this comprehensive 2025 guide. Discover step-by-step tutorials, practical tips, and an 8-week learning plan to master deep learning with PyTorch.
Bex Tuychiev's photo

Bex Tuychiev

15 min

blog

A Guide to PyTorch Certifications & Certificates

Unlock the potential of AI with our guide on PyTorch Certifications & Certificates. Learn key differences, explore top courses, and discover how PyTorch skills can elevate your career in ML & DL.
Adel Nehme's photo

Adel Nehme

8 min

Tutorial

PyTorch CNN Tutorial: Build and Train Convolutional Neural Networks in Python

Learn how to construct and implement Convolutional Neural Networks (CNNs) in Python with PyTorch.
Javier Canales Luna's photo

Javier Canales Luna

13 min


Ready to apply your skills?

PyTorch projects allow you to apply your knowledge to a wide range of datasetsto solve real-world problems in your browser

Frequently asked questions

What is PyTorch, and why should I learn it?

PyTorch is one of the most popular open-source deep learning frameworks used by data scientists, researchers, and AI engineers. It’s known for its flexibility, speed, and ease of use. Learning PyTorch helps you build and train neural networks, making it an essential skill for careers in machine learning, deep learning, and artificial intelligence.

Can I learn PyTorch online with DataCamp?

Yes! DataCamp offers interactive and project-based PyTorch courses that teach you how to build deep learning models from scratch. You’ll learn by doing—coding directly in your browser, with real datasets and instant feedback to help you grow your skills faster.

Do I need prior experience with Python or machine learning?

Some familiarity with Python programming and basic machine learning concepts is helpful but not required. DataCamp’s PyTorch courses start with fundamentals and guide you step by step, making them perfect for beginners and intermediate learners alike.

What can I build with PyTorch?

With PyTorch, you can build a variety of models, including image classifiers, natural language processing systems, recommender systems, and generative AI models. DataCamp’s hands-on projects help you apply these concepts to real-world problems in computer vision, text analysis, and beyond.

How does PyTorch compare to TensorFlow?

Both PyTorch and TensorFlow are powerful deep learning frameworks, but PyTorch is often preferred for its intuitive, Pythonic design and dynamic computation graphs, which make it easier to debug and experiment. Many researchers and AI startups use PyTorch for prototyping and deployment.

How long does it take to learn PyTorch?

You can start building simple models within a few weeks of consistent practice. DataCamp’s interactive structure lets you learn at your own pace, with short lessons and practical exercises that help you go from beginner to confident deep learning practitioner.a

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