InfoQ Homepage Conferences Content on InfoQ
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Using Bayesian Optimization to Tune Machine Learning Models
Scott Clark introduces Bayesian Global Optimization as an efficient way to optimize ML model parameters, explaining the underlying techniques and comparing it to other standard methods.
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The Cuddly Throwable Application Server
Holly Cummins presents a getting-started-guide to the Internet of Things. What’s needed? How much does it cost? What’s the best way of making an embeddable device talk to the internet?
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Machine Learning and End-to-End Data Analysis Processes in Spark Using Python and R
Debraj GuhaThakurta discusses ML and data analysis processes in Spark using examples written in Python and R.
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Following Your Fear: How to Do the Things You've Always Wanted to Do
Todd Charron explains how to avoid fear paralysis and turn it into action, creating a safe fearless environment.
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Machine Learning Your Way to Smarter API Error Responses
Steven Cooper discusses using machine learning to understand malformed API requests to not only respond with a best fit response, but capture the user errors for future responses.
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Keep Calm and Carry on: Scaling Your Org
Charity Majors talks about what it means to do quality operations and software engineering in the year 2016 and beyond, as well as the implications for engineering teams and social systems.
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Never Develop Alone, Always with a Partner
Fakih Houssam discusses the challenges and the main benefits of pair-programming, how to make the most of it, how to improve pairing, how to anticipate and fix problems, and common errors.
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Autonomous Operations: Microservices, ML and AI
Rob Harrop discusses the increasing automated field of operations and what the future might hold when machine learning and AI techniques are brought to bear on the problem of systems operations.
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Serverless Meets SaaS: The Ultimate Match
Tod Golding discusses the architecture and design strategies associated with building and delivering SaaS solutions in a serverless model.
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But What Can I Do? Taking Personal Responsibility for Diversity and Inclusion
Shaheen Akram discusses what diversity and inclusion are, and the challenges and benefits from having them.
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Hypermedia Myths and Misconceptions
Glenn Block discusses the truth and myth beyond some beliefs: the web was built for hypermedia, there is no REST without hypermedia, hypermedia is the magic cure for all API ills, etc.
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IoT in the Cloud: Build & Unleash the Value in Your Renewable Energy System
Mark Heckler introduces the IoT & Cloud concepts and demonstrates how one necessitates the other.
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