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

Databricks Introduces Lakebase, a PostgreSQL Database for AI Workloads

Databricks has recently announced the general availability of Lakebase, a serverless, PostgreSQL-based OLTP database that scales compute and storage independently. Lakebase is designed to integrate with the Databricks platform, providing a hybrid solution that combines both transactional and analytical capabilities.

By Renato Losio

TypeScript 6 Beta Released: Developers Invited to Upgrade to Prepare for the Go Rewrite

The TypeScript team recently released TypeScript 6 in beta. The release serves as a key transition point rather than a full feature release. It focuses on technical debt elimination and standardization, preparing the ecosystem for TypeScript 7, a rewrite of the TypeScript code in Go that seeks to address core performance issues that ballooned over time.

By Bruno Couriol

OpenAI Introduces Harness Engineering: Codex Agents Power Large‑Scale Software Development

OpenAI introduces Harness Engineering, an AI-driven methodology where Codex agents generate, test, and deploy a million-line production system. The platform integrates observability, architectural constraints, and structured documentation to automate key software development workflows.

By Leela Kumili

AWS Enables Lambda Function Triggers from RDS for SQL Server Database Events

In a blog post, AWS recently described an event-driven pattern for Amazon RDS for SQL Server, allowing developers to trigger Lambda functions in response to database events via CloudWatch Logs and SQS.

By Steef-Jan Wiggers

.NET 11 Preview 1 Arrives With Runtime Async, Zstandard Support, and C# 15 Features

NET 11 Preview 1 is released, featuring Runtime Async as the headline change, moving async method handling from the compiler into the runtime itself. The preview also brings CoreCLR WebAssembly work, native Zstandard compression, C# 15 collection expression arguments, and MAUI improvements. Community reaction has been mixed, with praise for async changes but debate over language complexity.

By Almir Vuk

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