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This is a quick guide to starting Practical Deep Learning for Coders using Google Colab. Colab is a service that provides GPU-powered Notebooks for free. It's based on, but slightly different to, regular Jupyter Notebooks, so be sure to read the Colab docs to learn how it works. NB: Colab is a free service that may not always be available, and requires extra steps to ensure your work is saved. Be
Welcome to Part 2: Deep Learning from the Foundations, which shows how to build a state of the art deep learning model from scratch. It takes you all the way from the foundations of implementing matrix multiplication and back-propagation, through to high performance mixed-precision training, to the latest neural network architectures and learning techniques, and everything in between. It covers ma
5 Collaborative filtering. Inside the training loop
A free course designed for people with some coding experience, who want to learn how to apply deep learning and machine learning to practical problems. This free course is designed for people (and bunnies!) with some coding experience who want to learn how to apply deep learning and machine learning to practical problems. Deep learning can do all kinds of amazing things. For instance, all illustra
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