Current

Intermediate

Champ's Pick

Deep Learning Fundamentals

Lightning AI · Lightning AI · Updated March 2026

Platform rating

4.8/5

Champ rating

8.8/10

Duration

10 units (self-paced)

Classes

10

Free 10-unit course teaching deep learning from fundamentals to practical model training with PyTorch and PyTorch Lightning.

What you'll get

Build classifiers for tabular, image, and text data

Design deep learning experiments in PyTorch

Write efficient code with PyTorch Lightning

Tune models for performance and efficiency

Course Curriculum

4 chapters

Fit

Best for

Developers

AI Engineers

Data Scientists

Technical Builders

Not ideal for

Learners seeking only entry-level overviews

Prerequisites & pricing

Prerequisites

Python familiarity; strong math background not required

Pricing

Free

Certification

Certificate

Deep Learning

PyTorch

PyTorch Lightning

Model Training

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