Carol McDonald
  • Female
  • Jacksonville, Florida
  • United States
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What are your main interests in software development?
Java, Web, Ajax, Java EE, Spring, Seam, JPA, Web Services
Do you have a website?
http://weblogs.java.net/blog/caroljmcdonald/
Anything else you'd like to add? Where do you live? (optional!)
Je parle Francais. Ich kann Deutsch.

Carol McDonald's Blog

movie recommendations with Spark machine learning

Posted on August 4, 2015 at 11:15am 0 Comments

Tutorial on Apache Spark, movie recommendations with machine learning 

This post discusses building a recommendation model from movie ratings using an iterative algorithm and parallel processing with Apache Spark MLlib.

https://dzone.com/links/parallel-and-iterative-processing-for-machine-lear.html

An Inside Look at the Components of a Recommendation Engine

Posted on April 13, 2015 at 9:14am 1 Comment

Recommendation engines help narrow your choices to those that best meet your particular needs.  In this post, we’re going to take a closer look at how all the different components of a recommendation engine work together. We’re going to use collaborative filtering on movie ratings data to recommend movies. The key components are a collaborative filtering algorithm in Apache Mahout to build and train a machine learning model,…

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screencast about MySQL for Developers

Posted on March 30, 2009 at 10:30am 0 Comments

Here is a screencast about MySQL for Developers



If you are a developer using MySQL, you should learn enough to take advantage of its strengths, because having an understanding of the database can help you develop better-performing applications. This session will talk about MySQL database design and SQL tuning for developers. Some topics include:



* MySQL Storage Engine Architecture

* Schema, the basic foundation of performance

* Think about performance when… Continue

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Notes

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Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.

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InfoQ Reading List

Presentation: Empathy Driven Platforms: You Build It, Let’s Run It Together

Erin Doyle explains the evolution from siloed IT Ops to the Platform Team model, revealing why the "You Build It, You Run It" principle created new cognitive load. She shares the Empathy-Driven Platforms strategy - the ultimate attack against engineering roadblocks. Discover ways platform teams can build empathy, foster psychological safety, and adopt a product mindset.

By Erin Doyle

Accessibility with Interactive Components at React Advanced Conf

Dynamic React speaker Aurora Scharff captivated attendees at React Advanced 2025 with her talk on "Building Interactive Async UI with React 19 and Ariakit." She showcased ARIAKit, an open-source accessibility library that empowers developers to create WCAG-compliant components effortlessly, blending modern React patterns with customizable, accessible UI primitives.

By Daniel Curtis

Podcast: Looking for Root Causes is a False Path: A Conversation with David Blank-Edelman

In this podcast, Michael Stiefel spoke with David Blank-Edelman about the relationship between software architecture and site reliability engineering. Site reliability engineering can give architecture vital feedback about how the system actually behaves in production. Architects and designers can then learn from their failures to improve their ability to build systems that can evolve.

By David Blank-Edelman

Java News Roundup: Spring Cloud, Quarkus, Hibernate ORM, JobRunr, LangChain4j, Java Operator SDK

This week's Java roundup for November 24th, 2025, features news highlighting: point releases of Spring Cloud, Quarkus, Hibernate ORM, JobRunr, LangChain4j and Java Operator SDK; first release candidates of Hibernate Reactive and Gradle; and a maintenance release of Keycloak.

By Michael Redlich

Helm Improves Kubernetes Package Management with Biggest Release in 6 Years

Helm, the Kubernetes application package manager, has officially reached version 4.0.0. Helm 4 is the first major upgrade in six years, and also marks Helm's 10th anniversary under the guidance of the Cloud Native Computing Foundation (CNCF). The update aims to address several challenges around scalability, security, and developer workflow.

By Matt Saunders

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