AI

Building Scalable Serverless AI/ML Pipelines As the demand for artificial intelligence (AI) and machine learning (ML) applications continues to grow, the need for scalable and efficient pipelines has never been more pressing. In this article, we will explore the benefits and challenges of building scalable serverless AI/ML pipelines and provide a step-by-step guide on how to implement them. Introduction Serverless architecture is a key enabler for scalable AI/ML pipelines, allowing data engineers to focus on building and deploying applications without managing infrastructure. By leveraging serverless computing services like AWS Lambda, Google Cloud Functions, and Azure Functions, we can create scalable and cost-effective pipelines that can handle large volumes of data. ...

As a SOC analyst, one of the most critical tasks is analyzing network flow data to identify potential security threats. In this post, we’ll explore how to combine cloud-based data storage, SQL querying, and AI-powered analysis to streamline this process. Collecting Flow Data in Amazon Athena Amazon Athena provides a serverless query service that makes it easy to analyze data directly in Amazon S3 using standard SQL. Here’s how we set up our flow data collection: ...

Hey there, tech enthusiasts! It’s been a little while since I’ve posted. I figured it’s time we talked about something that’s been buzzing in the AI world lately – the democratization of AI. Now, I know what you’re thinking: “Another buzzword?” But stick with me here, because this is actually pretty cool stuff that’s changing the game for us regular folks in tech. What the Heck is AI Democratization Anyway? AI democratization is all about making AI tools and technologies accessible to everyone, not just the big tech companies with deep pockets. Think of it like this: AI used to be this exclusive club that only the elite could join. But now, thanks to some awesome advancements, the doors are wide open, and everyone’s invited. Whether you’re a small business owner, a solo developer, or just a tech hobbyist, there’s something for you in the AI world. ...

I spent today neck deep in rego so I thought it would be fun to take a break from documenting something technical and instead talk about a funny moment in AI tinkering. Yes, Artificial Intelligence is the latest buzz so it just makes sense to blog about it, right? Also, yes, there’s a minor plug embedded in here for my wife and daughter and their business. I’m a geek. I am not a marketing wiz. If you’ve read my blog so far, you know I have my own version of English. I’m also very horrible at writing product descriptions and things of the sort. I’ve been helping my and wife put together stuff for their handmade soap business, Momma Bears Creations (That’s the shameless plug). ...

In Tinkering With Artificial Intelligence Blog Writing, I talked about tinkering with some various AI engines. Google has just come out with their AI Chatbot, Bard. As you can see from the blog post, Bard has been out for awhile but was only open to internal use. Google recently started providing invites to the public to use Bard. Yesterday, I received my invite to use Bard! My very first thought was to try and use Bard to generate a blog post. While the other AI products I used had specific blog writing tools, Bard is more like ChatGPT. Bard is a chatbot so it was easier to generate my content. ...