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Data Science Data Science Follow 209 Followers
Machine Learning Techniques for Predictive Maintenance
In this article, the authors explore how we can build a machine learning model to do predictive maintenance of systems. They discuss a sample application using NASA engine failure dataset to predict the Remaining Useful Time (RUL) with regression models.
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Java Java Follow 302 Followers
Under The Hood with the JVM's Automatic Resource Management
The deprecation of Object::finalize is an unusual step for the Java ecosystem. We dive deep into the Hotspot JVM to see how it works. We also compare it to RAII and the Java 7, try-with-resources syntax.
The article contrasts these very different approaches to automatic resource management, and explains why TWR should be used in place of finalization by application programmers.
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JavaScript JavaScript Follow 87 Followers
Article Series: Reactive JavaScript
Reactive programming techniques are becoming more prevalent in the constantly changing JavaScript landscape. This article series hopes to provide a snapshot of where we're at, sharing multiple techniques; variations on a theme. From new languages like Elm to the way Angular has adopted RxJS, there's something for every developer, no matter what they're working with.
Predicting Movie Ratings: NLP Tools is What Film Studios Need
In this article, the author discusses how to use Natural Language Processing (NLP) techniques to predict the movie ratings using the data shared on social media platforms.
Q&A with Paul Daniels and Luis Atencio on RxJS in Action
RxJS In Action provides a solid introduction to RxJS and lays out what the future of reactive JavaScript programming looks like.
Self Contained Systems (SCS): Microservices Done Right
Pascal Desmarets on NoSQL Data Modeling Best Practices
Virtual Panel: Data Science, ML, DL, AI and the Enterprise Developer
Always Be Publishing: Continuous Integration & Collaboration in Code Repositories for REST API Docs
API documentation is an often overlooked part of making any API a success. This article explores how to make the documentation part of a continuous integration pipeline.
From Alibaba to Apache: RocketMQ’s Past, Present, and Future
Feng Jia and Wang Xiaorui share the core distributed systems principals behind RocketMQ, Alibaba's distributed messaging and data streaming platform now open sourced through the Apache Foundation.
Q&A on The Rise and Fall of Software Recipes
Darius Blasband has written a book which challenges the conventional wisdom of software engineering; he protests against the adoption of recipes and standards-based approaches .
