Deep learning

Deep learning is a subfield of machine learning focusing on learning data representations as successive layers of increasingly meaningful representations.

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The course covers the basics of Deep Learning, with a focus on applications. Lecture slides. Intro to Deep Learning · Neural Networks and Backpropagation ...

Powerpoint version of the slides: link; Introduction of this course pdf (2016 ... Unsupervised Learning: Deep Generative Model pdf,video (part 1),video (part ...

A network can have millions of parameters. • Backpropagation is the way to compute the gradients efficiently (not today).

Deep Learning (Part I). 1. Matt Gormley. Lecture 16. October 24, 2016. School of Computer Science. Readings: Nielsen (online book) Neural Networks and Deep ...

Introduction to Deep Learning: How to make your own deep learning framework ... Deep learning frameworks. Collection of implementations of popular layers (or ...

2019年5月28日 — Deep learning - Download as a PDF or view online for free.

Deep learning (DL) is a machine learning subfield that uses multiple layers for learning data representations ... machine-learning-vs-deep-learning.png. 24. CS ...