PyTorch for Deep Learning

Hands-on PyTorch, from one of deep learning's most trusted names

DeepLearning.AI built this intermediate Professional Certificate around one of the industry's dominant frameworks, taking learners through the practical mechanics of building and training neural networks in PyTorch. It's a more specialized program, with 7,751 students enrolled so far.

The curriculum runs the full applied ML pipeline: data preprocessing, building data pipelines, and working with convolutional neural networks for image analysis, through to model training, evaluation, and optimization within real AI workflows.

Who it's for

• Learners with basic machine learning or Python background wanting framework-specific depth
• Aspiring ML engineers who need hands-on PyTorch experience for job readiness
• Anyone continuing from foundational deep learning courses into applied practice

The focus on data pipelines and dataflow, not just model architecture, reflects what applied ML work actually looks like day to day.