Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Cory Benfield discusses the evolution of ...

Amazon has published a lengthy report about the outage that knocked numerous websites, services, apps and games offline on October 20. It all started with a bug in its automation software DynamoDB, ...

This detailed summary shows some of the issues that caused the October 20th outage and took swaths of the internet offline for roughly 15 hours. Amazon says its changes in response include temporarily ...

DynamoDB error rates in the US-EAST-1 region soared shortly after midnight Pacific Time, rippling through other AWS services and affecting many customers. Monday got ...

Community driven content discussing all aspects of software development from DevOps to design patterns. Ready to develop your first AWS Lambda function in Python? It really couldn’t be easier. The AWS ...

Thinking about learning Python? It’s a pretty popular language these days, and for good reason. It’s not super complicated, which is nice if you’re just starting out. We’ve put together a guide that ...

What if you could create your very own personal AI assistant—one that could research, analyze, and even interact with tools—all from scratch? It might sound like a task reserved for seasoned ...

I am a Senior Lead Software Engineer with over 14 years of experience in designing, developing, and delivering enterprise-grade software systems. I am a Senior Lead Software Engineer with over 14 ...

There’s a lot to know about search intent, from using deep learning to infer search intent by classifying text and breaking down SERP titles using Natural Language Processing (NLP) techniques, to ...