Deep Learning for Developers
Conference
Big Data & AI
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Room 2 |
Friday from 11:30 AM til 12:20 PM |
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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. Deep Learning Artificial Intelligence Machine Learning for Developers Amazon Web Services open source tools |
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Julien SIMON
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Julien focuses on helping developers and organizations bring their ideas to life. He frequently speaks at conferences and he also blogs at https://medium.com/@julsimon. Prior to joining AWS, Julien served for 10 years as CTO/VP Engineering in top-tier web startups where he led large Software and Ops teams in charge of thousands of servers worldwide. In the process, he fought his way through a wide range of technical, business and procurement issues, which helped him gain a deep understanding of physical infrastructure, its limitations and how cloud computing can help. Last but not least, Julien holds all seven AWS certifications. |