Deep Learning for Developers
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Deep Learning has become the hottest topic in the IT industry: a week hardly goes by without a new breakthrough. In this talk, we’ll give you a tour of the state of the art: through code-level demos based on Open Source libraries like Apache MXNet or Keras, we’ll demonstrate advanced models based on CNN, GAN and LSTM architectures, which solve complex problems such as image detection, image generation and machine translation. We’ll also show how to customize models on your own data set and how to use them in your own applications. Last but not least, you’ll learn how to deploy these models in production with just a few lines of code thanks to Amazon SageMaker.
Transcript
Deep Learning has become the hottest topic in the IT industry: a week hardly goes by without a new breakthrough. In this talk, we’ll give you a tour of the state of the art: through code-level demos based on Open Source libraries like Apache MXNet or Keras, we’ll demonstrate advanced models based on CNN, GAN and LSTM architectures, which solve complex problems such as image detection, image generation and machine translation. We’ll also show how to customize models on your own data set and how to use them in your own applications. Last but not least, you’ll learn how to deploy these models in production with just a few lines of code thanks to Amazon SageMaker.
About the speakers
Principal AI Evangelist at Amazon