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

Presentation: Make Your Design System Work for You and Your Team

Sarah Rambacher discusses how a well-structured design system will increase collaboration between developers and UX team, and how to make the implementation of pixel-perfect designs easier.

By Sarah Rambacher

Nvidia Ingest Aims to Make it Easier to Extract Structured Information from Documents

Nvidia Ingest is a new microservice aimed at processing document content and extracting metadata into a well-defined JSON schema. Ingest is able to process PDFs, Word, and PowerPoint documents and extract structured information from tables, charts, images, and text using optical character recognition.

By Sergio De Simone

Microsoft Research AI Frontiers Lab Launches AutoGen v0.4 Library

Microsoft Research’s AI Frontiers Lab has announced the release of AutoGen version 0.4, an open-source framework designed to build advanced AI agent systems. This latest version as stated marks the complete redesign of the AutoGen library, focusing on enhancing code quality, robustness, usability, and the scalability of agent workflows.

By Almir Vuk

Agoda Integrates macOS Infrastructure with Kubernetes

Agoda recently detailed how they integrated their macOS infrastructure with Kubernetes. This was accomplished by developing the macOS Virtualization Kubelet (macOS-vz-Kubelet), a tool designed to manage macOS workloads within a Kubernetes environment.

By Aditya Kulkarni

Presentation: The Time is Now: Delight Your Developers with User-Centric Platforms & Practices

Ana Petkovska discusses creating platform teams, establishing the team API, engagement of early adopters, easing adoption and providing a high quality product.

By Ana Petkovska

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