Neural Networks | Нейронные сети
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🎥 GOTO 2018 • Machine Learning: Alchemy for the Modern Computer Scientist • Erik Meijer
👁 1 раз 2701 сек.
This presentation was recorded at GOTO Copenhagen 2018. #gotocon #gotocph
http://gotocph.com

Erik Meijer - Think Like A Fundamentalist, Code Like A Hacker

ABSTRACT
In ancient times, the dream of alchemists was to mutate ordinary metals such as lead into noble metals such as gold. However, by using classic mathematics, modern physicists and chemists are much more successful in understanding and transforming matter than alchemists ever dreamt of.
The situation in software seems to be the opposite. Modern co
🎥 GOTO 2018 • Augmented Reality and Machine Learning Cooperation on Mobile • Mourad Sidky
👁 1 раз 2087 сек.
This presentation was recorded at GOTO Copenhagen 2018. #gotocon #gotocph
http://gotocph.com

Mourad Sidky - iOS Tech Lead at Groupon

ABSTRACT
Mobile devices are getting more and more powerful, with not-only advanced hardware, but also intelligent operating systems and high-performance compatible set of native frameworks. Mobile devices are capable of doing expensive on-device processing to achieve augmented reality and machine learning, without the need to communicate to any other external services.
Apple
🎥 GOTO 2019 • Using Kubernetes for Machine Learning Frameworks • Arun Gupta
👁 1 раз 3193 сек.
This presentation was recorded at GOTO Chicago 2019. #gotocon #gotochgo
http://gotochgo.com

Arun Gupta - Principal Open Source Technologist at AWS and CNCF Board Member

ABSTRACT
Kubernetes provides isolation, auto-scaling, load balancing, flexibility and GPU support. These features are critical to run computationally and data intensive and hard to parallelize machine learning models. Declarative syntax of Kubernetes deployment descriptors make it easy for non-operationally focused engineers to easily trai
🎥 GOTO 2019 • Taking Machine Learning from Research to Production • Robert Crowe
👁 1 раз 2940 сек.
This presentation was recorded at GOTO Copenhagen 2019. #GOTOcon #GOTOcph
http://gotocph.com

Robert Crowe - TensorFlow Developer Advocate

ORIGINAL TALK TITLE
Taking Machine Learning Research to Production: Solving Real Problems

ABSTRACT
Most of the focus in the ML community is on research, which is exciting and important. Equally important however is bringing that research to production applications to solve real-world problems, but the issues and approaches for doing that are often poorly understo