• views: 105
• date: 5 September 2025
• posted by: 0nelove

Learn how to create, train, and evaluate both regression and classification models effectively with this hands-on workshop.
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.
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