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Jupyter Notebooks: Interactive Visualization Approaches
Chakri Cherukuri talks about how to understand and visualize machine learning models using interactive widgets and introduces the widget libraries.
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Fairness, Transparency, and Privacy in AI @LinkedIn
Krishnaram Kenthapadi focuses on the application of privacy-preserving data mining and fairness-aware ML techniques in practice, by presenting case studies spanning different LinkedIn applications.
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Building a Reliable Cloud-Based Bank in Java
Jason Maude talks about the experience of Starling Bank, a mobile-only, cloud-based bank that launched in the UK in 2017.
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Developing Great Web APIs Architectures w/ ASP.NET Core 2.1
Chris Woodruff talks about developing and integrating web APIs with ASP.NET Core and how to avoid some of the possible mistakes that can be done when developing a web API.
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Lessons from 300k+ Lines of Infrastructure Code
Yevgeniy Brikman discusses how to design infrastructure APIs, automated tests for infrastructure code, patterns for reuse and composition, refactoring, namespacing, and more.
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Go - A Key Language in Enterprise Application Development?
Aarti Parikh goes over the Go language design and talks about why Go matters in the age of multicores and cloud-native computing.
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Fine-Grained Sandboxing with V8 Isolates
Kenton Varda explains how Cloudflare built a compute platform using V8 isolates instead of containers or VMs, achieving 10x-100x faster cold starts and lower memory footprints.
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The Three Faces of DevSecOps
Guy Podjarny unravels the different stages in the evolution of DevSecOps.
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Cultivating Production Excellence - Taming Complex Distributed Systems
Liz Fong-Jones talks about several practices core to production excellence: giving everyone a stake in production, collaborating to ensure observability, measuring with Service Level Objectives.
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Mature Microservices and How to Operate Them
Sarah Wells discusses some of the challenges for building stable, resilient services and ultimately what worked at the Financial Times.
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CLR/CoreCLR: How We Got Here & Where We're Going
Mei-Chin Tsai and Jared Parsons talk about the work the CLR/CoreCLR team has been doing to move .NET development forward and what the future looks like for developers working with the CLR/CoreCLR.
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TypeScript for Enterprise Developers
Jessica Kerr talks about some of the great things in TypeScript, like the flexible type systems and the possibility to test before compilation, but also things that make TypeScript painful.
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