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

The New Data Commons MCP Server Unlocks a Wealth of Public Datasets for AI Developers

Google has recently introduced the Data Commons Model Context Protocol (MCP) Server, a tool that enables AI developers and researchers to easily access the public dataset collection available through Data Commons.

By Sergio De Simone

Google DeepMind Launches Gemini 2.5 Computer Use Model to Power UI-Controlling AI Agents

Google DeepMind has recently released the Gemini 2.5 Computer Use model, a specialized variant of its Gemini 2.5 Pro system designed to enable AI agents to interact directly with graphical user interfaces. The new model allows developers to build agents that can click, type, scroll, and manipulate interactive elements on web pages.

By Robert Krzaczyński

Combining Continuous Delivery with Pair Programming: Lessons Learned

Pair programming and continuous integration can go hand-in-hand. Pushing to main multiple times a day is hard in isolation, leading to delays, large PRs, and merge issues, Ola Hast and Asgaut Mjølne Söderbom mentioned in their talk about continuous delivery with pair programming at QCon London. Pairing enables instant code review, easier refactoring, fewer bugs, and higher team resilience.

By Ben Linders

Azure Container Storage v2.0.0 Goes GA with Major Performance Boost

Microsoft has released Azure Container Storage v2.0.0, introducing significant performance enhancements and architectural simplifications for stateful workloads on Azure Kubernetes Service (AKS). The release focuses on deeper NVMe integration, streamlined user experience, and expanded open-source availability, while removing all service fees beyond underlying storage costs.

By Claudio Masolo

IBM Releases Granite-Docling-258M, a Compact Vision-Language Model for Precise Document Conversion

IBM Research has recently introduced Granite-Docling-258M, a new open-source vision-language model (VLM) designed for high-fidelity document-to-text conversion while preserving complex layouts, tables, equations, and lists.

By Robert Krzaczyński

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