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[re:Growth 2019] Deep Learning が学べる最高のツール 「DeepComposer」

Taewoo Kim
December 11, 2019

[re:Growth 2019] Deep Learning が学べる最高のツール 「DeepComposer」

[re:Growth 2019] Deep Learning が学べる最高のツール 「DeepComposer」

Taewoo Kim
金泰雨(キム テウ)

クラスメソッド株式会社のAWS re:Invent 2019 の振り返り勉強会イベントに登壇しました。

Taewoo Kim

December 11, 2019
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  1. ࣗݾ঺հ { “name”: “Taewoo Kim”, “company”: “Classmethod, Inc”, “role”: “AWS

    engineer”, “like”: [ “aws”, “serverless”, “machine learning”, “chaos engineering” ] }
  2. Generative Adversarial Networks (GANs) • Deep Belief Networks (DBNs) •

    Generative Stochastic Models (GSMs) • Variational Autoencoders (VAEs) • Markov Chain Monte Carlo (MCMC) • …
  3. Jupyter Notebook The Jupyter Notebook is an open-source web application

    that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more. “
  4. Generative Adversarial Networks (GANs) • Generative Models Ͱ͢ɻ • AIͷ૑଄׆ಈͱؔ܎ͷਂ͍ϞσϧͰ͢ɻ

    • Deep Learning ͷੈքͰ defacto ͷϞσϧͷҰͭͰ͢ɻ • ͍ΖΜͳ෼໺Ͱ࢖͑·͢ɻ • ֶΜͰ͓͘ͱ͖ͬͱ໾ʹཱͯ·͢ɻ