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An Overview of Deep Learning for Curious People | Lil'Log

lilianweng.github.io · 2,489 words · saved by 1 readers

(The post was originated from my talk for WiMLDS x Fintech meetup hosted by Affirm.) I believe many of you have watched or heard of the games between AlphaGo and professional Go player Lee Sedol in 2016. Lee has the highest rank of nine dan and many world championships. No doubt, he is one of the best Go players in the world, but he lost by 1-4 in this series versus AlphaGo.

Table of Contents Why Does Deep Learning Work Now? Deep Learning Models Convolutional Neural Network Recurrent Neural Network RNN: Sequence-to-Sequence Model Autoencoders Reinforcement (Deep) Learning Generative Adversarial Network Toolkits and Libraries How to Learn? Useful resources Blog posts mentioned Interesting blogs worthy of checking Papers mentioned (The post was originated from my talk for WiMLDS x Fintech meetup hosted by Affirm .) I believe many of you have watched or heard of the games between AlphaGo and professional Go player Lee Sedol in 2016. Lee has the highest rank of nine d

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