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 www.neuralnet.ai
Asynchronous Deep Reinforcement Learning - NeuralNet.ai
| | michael-lewis.com
A machine learning glossary for hackers ยท Michael I Lewis
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| | This is a short summary of some of the terminology used in machine learning, with an emphasis on neural networks. I've put it together primarily to help my own understanding, phrasing it largely in non-mathematical terms. As such it may be of use to others who come from more of a programming than a mathematical background.
| | danieltakeshi.github.io
Going Deeper Into Reinforcement Learning: Understanding Deep-Q-Networks
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| | The Deep Q-Network (DQN) algorithm, as introduced by DeepMind in a NIPS 2013workshop paper, and later published in Nature 2015 can be credited withrevolution...
| | bdtechtalks.com
A simple guide to gradient descent in machine learning - TechTalks
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| | Gradient descent is the main technique for training machine learning and deep learning models. Read all about it.
| | marcospereira.me
Backpropagation From Scratch-Marcos Pereira
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| In this post we summarize the math behind deep learning and implement a simple network that achieves 85% accuracy classifying digits from the MNIST dataset.