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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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

QCon London 2025 Day 2: The Form of AI, Securing AI Assistants, WASM Components in FaaS

The 19th annual QCon London conference took place at the The Queen Elizabeth II Conference Centre in London, England. This three-day event, organized by C4Media, consists of presentations by expert practitioners. Day Two, scheduled on April 8th, 2025, included a keynote address by Savannah Kunovsky and presentations from five conference tracks.

By Michael Redlich

Presentation: Lessons & Best Practices from Leading the Serverless First Journey at CapitalOne

George Mao explains Capital One's serverless-first approach, driven by efficiency and regulatory needs. He shares valuable lessons on CI/CD, concurrency, and cost management, along with actionable best practices for development (SDKs, runtimes), deployment (packaging, ARM), and observability for senior software developers and architects.

By George Mao

Edera Protect 1.0 Now Generally Available

Edera has announced the general availability of Edera Protect 1.0, a Kubernetes security solution designed to enhance container isolation and address longstanding security challenges in cloud-native environments.

By Craig Risi

Inflection Points in Engineering Productivity for Improving Productivity and Operational Excellence

As companies grow, investing in custom developer tools may become necessary. Initially, standard tools suffice, but as companies scale in engineers, maturity, and complexity, industry tools may no longer meet needs. Inflection points, such as a crisis, hyper-growth, or reaching a new market, often trigger investments, providing opportunities for improving productivity and operational excellence.

By Ben Linders

Gemini to Arrive On-Premises with Google Distributed Cloud

Google's Gemini models are set to revolutionize on-premises AI with their upcoming launch on Google Distributed Cloud (GDC) in Q3 2025. Partnering with NVIDIA, organizations can harness advanced AI while maintaining strict compliance and data residency. With flexible infrastructure and secure environments, Gemini enables real-time insights for data-driven decision-making across industries.

By Steef-Jan Wiggers

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