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

Race Condition in DynamoDB DNS System: Analyzing the AWS US-EAST-1 Outage

On October 19th and 20th, AWS experienced an extended outage triggered by a failure in Amazon DynamoDB that affected most services in its most popular region, Northern Virginia. The cloud provider released an analysis of the incident, sparking discussions in the community about redundancy on AWS, moving out of public cloud, and multi-region approaches.

By Renato Losio

Microsoft Addresses Data Residency with Private Cloud Expansion

Microsoft has strengthened its Sovereign Cloud offering to meet stringent global data-residency and control regulations, particularly in Europe. New capabilities include a commitment to EU Data Boundary, expanded in-country data processing, and enhanced Sovereign Private Cloud features.

By Steef-Jan Wiggers

Monzo’s Real-Time Fraud Detection Architecture with BigQuery and Microservices

Monzo has redesigned its fraud prevention platform to detect scams in real time, handle growing payment volumes, and deploy new controls rapidly. Explore the bank’s modular control architecture, feature computation pipeline, and observability using BigQuery for accurate, low-latency fraud detection.

By Leela Kumili

Anthropic Adds Sandboxing and Web Access to Claude Code for Safer AI-Powered Coding

Anthropic released sandboxing capabilities for Claude Code and launched a web-based version of the tool that runs in isolated cloud environments. The company introduced these features to address security risks that arise when Claude Code writes, tests, and debugs code with broad access to developer codebases and files.

By Vinod Goje

Google Unveils Project Suncatcher, Envisioning AI Models Running in Space

Google has unveiled Project Suncatcher, a research initiative exploring how solar powered satellite constellations equipped with Tensor Processing Units TPUs could one day enable large scale artificial intelligence computation in space.

By Daniel Dominguez

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