InfoQ Homepage Presentations
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Validation Methodology of Large Unstructured Unsupervised Learning Systems
Lawrence Chernin describes best practices and validation methods used to deal with large unstructured data, including a suite of unit tests covering the implementations of algorithmic equations.
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Machine Learning Exposed!
James Weaver takes a deeper dive into machine learning topics such as supervised learning, unsupervised learning, and deep learning, surveying various machine learning APIs and platforms.
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Developing a Geospatial Webservice with Kotlin and Spring Boot
Sébastien Deleuze shows how to use a relational database without JPA in order to use advanced PostgreSQL functionalities wiht a lightweight stack, demonstrating Kotlin to JavaScript transpiler.
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High Performance Microservices with Ratpack and Spring Boot
Dan Woods presents Ratpack and Spring Boot's complementary integrations, and demonstrates, through live coding, building a high performance microservice.
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No Outage Database Development with Spring Boot and Liquibase
Alan Barrington-Hughes and Pavithra Ramaswamy discuss key concepts in agile database refactoring, demonstrating a no outage deployment with nginx using a blue-green method.
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Next Level Spring Boot Tooling
Martin Lippert, Krris De Volder and Andy Clement showcase the latest features for working with Spring Boot - using live demos and live coding.
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Continuous Delivery for Microservice Architectures with Concourse & Cloud Foundry
Alex Ley introduces Concourse, an open source pipeline based CI system that focuses on simplicity, usability and reproductibility, with isolated builds.
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Easy Consumption of Microservices
Ted Tollefson and Shawn Sherwood cover the steps needed to extend Initializr to accomplish easy microservice consumption.
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Tour d'Azure 2016 - What are the New Killer Features That'll Blow You Away?
Mike Benkovich presents the latest features of Azure, such as App Services, Kudu, and more.
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How Predictive Analytics Boosts the Customer Experience at the Georgia Aquarium
Beach Clark talks about the technological and cultural challenges of turning data science into a vital part of the business model at Georgia Aquarium.
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Overview of Artificial Intelligence and Its Use in Analyzing “Voice of Cancer Patients”
Alok Aggarwal overviews Artificial Intelligence and discusses a use case, “Voice of Cancer Patients” that uses ML and NLP algorithms to analyze unstructured text written by cancer patients.
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The Next Decade of Software Development
Joel Semeniuk gives a keynote on the next decade of software development, what the trends trends are, what is driving them, and what the role of innovation is in all of this.
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