Speaker: Jeremy Hermann
Talk : Michelangelo - Machine Learning @Uber
Other talks from track Developer Experience: Level up your Engineering Effectiveness
Tracks
Monday, 5 November
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Microservices / Serverless Patterns & Practices
Evolving, observing, persisting, and building modern microservices
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Practices of DevOps & Lean Thinking
Practical approaches using DevOps & Lean Thinking
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JavaScript & Web Tech
Beyond JavaScript in the Browser. Exploring WebAssembly, Electron, & Modern Frameworks
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Modern CS in the Real World
Thoughts pushing software forward, including consensus, CRDT's, formal methods, & probabilistic programming
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Modern Operating Systems
Applied, practical, & real-world deep-dive into industry adoption of OS, containers and virtualization, including Linux on Windows, LinuxKit, and Unikernels
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Optimizing You: Human Skills for Individuals
Better teams start with a better self. Learn practical skills for IC
Tuesday, 6 November
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Architectures You've Always Wondered About
Next-gen architectures from the most admired companies in software, such as Netflix, Google, Facebook, Twitter, & more
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21st Century Languages
Lessons learned from languages like Rust, Go-lang, Swift, Kotlin, and more.
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Emerging Trends in Data Engineering
Showcasing DataEng tech and highlighting the strengths of each in real-world applications.
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Bare Knuckle Performance
Killing latency and getting the most out of your hardware
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Socially Conscious Software
Building socially responsible software that protects users privacy & safety
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Delivering on the Promise of Containers
Runtime containers, libraries, and services that power microservices
Wednesday, 7 November
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Applied AI & Machine Learning
Applied machine learning lessons for SWEs, including tech around TensorFlow, TPUs, Keras, PyTorch, & more
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Production Readiness: Building Resilient Systems
More than just building software, building deployable production ready software
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Developer Experience: Level up your Engineering Effectiveness
Improving the end to end developer experience - design, dev, test, deploy, operate/understand.
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Security: Lessons Attacking & Defending
Security from the defender's AND the attacker's point of view
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Future of Human Computer Interaction
IoT, voice, mobile: Interfaces pushing the boundary of what we consider to be the interface
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Enterprise Languages
Workhorse languages found in modern enterprises. Expect Java, .NET, & Node in this track