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

Vitest Introduces Browser Mode as Alternative to JSDOM

Vitest, the modern Vite-native test runner, has introduced Vitest Browser Mode, offering developers an alternative to traditional DOM simulation libraries like JSDOM. The addition of browser mode to Vitest allows tests to run in an actual browser context, offering more realistic and reliable testing behavior for UI applications built with React, Vue, or Svelte.

By Daniel Curtis

Perplexity Introduces Labs for Project-Based AI Workflows

Perplexity has released Labs, a new feature for Pro subscribers designed to support more complex tasks beyond question answering. The update marks a shift from search-based interactions toward structured, multi-step workflows powered by generative AI.

By Robert Krzaczyński

Pinterest Tackles AWS EC2 Network Throttling to Enhance Service Reliability

In a recent blog post, Pinterest Engineering detailed its approach to addressing network throttling challenges encountered while operating on Amazon EC2 instances. As a platform serving over 550 million monthly active users, ensuring consistent performance is paramount, especially for critical services like their machine learning feature store, KVStore.

By Craig Risi

Virt8ra Sovereign Cloud Expands with Six New European Providers

Virt8ra is a groundbreaking European initiative aiming to establish a sovereign, interoperable cloud ecosystem, countering US cloud dominance. With significant expansion, now inclusive of six new providers, and a focus on open-source technology, Virt8ra promotes data localization and vendor independence, paving the way for an innovative digital future across Europe.

By Steef-Jan Wiggers

Article: Developer Joy: A Better Way to Boost Developer Productivity

In this article, Holly and Trisha explore why joy isn’t a distraction from productivity: it’s the secret ingredient. From debugging brain waves in the middle of a jog to cutting out test flakiness, they explain how to reclaim developer satisfaction and boost output by embracing curiosity, minimizing friction, and giving ourselves a break.

By Trisha Gee, Holly Cummins

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