AI Workshop: Build a Neural Network with PyTorch Lightning
With Janani Ravi
Liked by 9 users
Duration: 1h 36m
Skill level: Intermediate
Released: 9/4/2025
Course details
In this interactive workshop, Janani Ravi—a certified Google cloud architect and data engineer—explores the fundamentals of building neural networks using PyTorch and PyTorch Lightning. Learn the basics of neural networks and setting up your virtual environment. Find out how to load and preprocess data, creating simple yet powerful neural networks to tackle regression tasks. Step through the conversion of PyTorch code to PyTorch Lightning and encapsulate data and models with LightningDataModule and LightningModule. Discover how to use PyTorch Lightning Trainer to streamline the training process and evaluate models efficiently. Explore building classification models to further hone your skills in data preparation, model creation, and performance evaluation. When you complete this course, you will be well-equipped to construct and deploy efficient neural network models, adding significant value to your AI projects.
This course was created by Janani Ravi. We are pleased to host this training in our library.
Skills you’ll gain
Earn a sharable certificate
Share what you’ve learned, and be a standout professional in your desired industry with a certificate showcasing your knowledge gained from the course.
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Showcase on your LinkedIn profile under “Licenses and Certificate” section
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Meet the instructor
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Contents
What’s included
- Practice while you learn 1 exercise file
- Test your knowledge 4 quizzes
- Learn on the go Access on tablet and phone
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