InfoQ Homepage Conferences Content on InfoQ
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MongoDB Aggregation - Going Way beyond the Query
Nuri Halperin discusses the aggregation framework in MongoDB, explaining the pipeline architecture, major operators, and how to put it all together in interesting and effective ways.
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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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