How Large Language Models Learn, Part 2
In Part 1 of this series we explored the friendly foundations of machine learning: Classification Regression Clustering Neural networks Training Testing Overfitting Decision trees Reinforceme
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A Friendly Guide on How Large Language Models Learn
Author: Roberto Machine learning can sound intimidating at first, but the basic ideas become much easier when we explain them as a story. In this guide, Trufa acts as the thoughtful teacher, Paula ask
My hands on with Copilot Studio
Introduction Microsoft has developed a comprehensive ecosystem of Copilot products, each tailored to specific use cases and audiences. Understanding these different versions is key to appreciating the
Vibecoding in practice - An online Dictionary en español
I love words, I compile words and always search what they mean. My native language is español and to my surprise there are not that many on line. México where I'm from has no official online language
The Power BI Supercharge: How Fabric, OneLake, and DirectLake Change the Game
Hey everyone, Roberto here and there and everywhere! We've all worked with data, we've all felt the pain of waiting. When you build a beautiful Power BI report, but the data is from yesterday. You have to wait for the nightly refresh to see the lates...
How to Create a Secure Cloud Setup for Australian Health Data Compliance
As a cloud solutions architect, I often get asked about the best way to design a secure and compliant cloud architecture, especially when dealing with sensitive data like health records. In this blog post, I'll walk you through a recent project where...
The Art and Science of AI Image Generation
Welcome to the fascinating world of AI image generation! In this chapter, we will pull back the curtain on how artificial intelligence transforms simple text prompts into vibrant, complex, and often surprising images. Understanding this process is no...
From Code to Cloud: A Beginner's Guide to Data Analytics with Python & Azure Fabric
Hey everyone, Roberto here! 👋 Have you ever wondered how fast the world's population is growing? It's a fascinating question! I recently built a small project to track this in real-time, and along the way, I got to explore an amazing tool called Mic...
How to Automate Azure VM Setup with GitHub Actions and Bicep
By Roberto In this post, we'll explore how to automate the creation of a Windows 11 Virtual Machine in Azure's Mexico region using a combination of GitHub Actions and Bicep. This powerful duo enables us to define our infrastructure as code, ensuring ...
Role Prompting: Unlocking AI's Full Potential
Welcome to one of the most powerful and intuitive techniques in prompt engineering: Role Prompting. By mastering this skill, you can transform a generalist AI assistant into a team of specialized experts, each ready to tackle your specific needs with...
The inners of Large Language Models
Introduction Welcome to the inner workings of Large Language Models! In this chapter, Trufa will guide Paula (and you) through the fascinating world of how LLMs actually work. We'll demystify the "black box" and explore the fundamental concepts that ...
Introduction: The Art and Science of AI Communication
INTRODUCTION: THE ART AND SCIENCE OF AI COMMUNICATION Welcome to the exciting world of Prompt Engineering! Whether you are a developer, a writer, a business leader, or simply an AI enthusiast, mastering the art of communication with artificial intell...
The Pitfalls of Poor Prompts
CHAPTER 1: THE PITFALLS OF POOR PROMPTS WHEN LESS IS LESS: UNDERSTANDING INSUFFICIENT PROMPTS Have you ever asked someone a question so vague that their answer couldn't possibly be helpful? Perhaps you've walked up to a stranger and simply said, "Dir...
Architecting the Invisible Fortress: Zero Trust
Introduction In the existing threat landscape, perimeter-based security the digital equivalent of a castle wall has been rendered obsolete by cloud adoption, mobile workforces, and sophisticated adversaries who operate on the assumption that breach i...
Beginner's Guide: How Azure Landing Zones Simplify Cloud Governance and Policy Management
Introduction Navigating the world of cloud computing can feel overwhelming, especially when you're just starting out. You've probably heard terms like Azure Landing Zone, Cloud Governance, and Azure Policy, but what do they actually mean? How do they...
How to Achieve Business Success Using the Microsoft Cloud Adoption Framework
What is the Cloud Adoption Framework? The Microsoft Cloud Adoption Framework isn't just another technical manual; it's a comprehensive business and technology guide designed to align your cloud strategy with measurable results. It provides a structur...
Azure Security Services: How Do They Compare?
Navigating Microsoft Azure's security ecosystem can be overwhelming. This guide cuts through the complexity to explain the core services that form a comprehensive cloud security and governance framework. The Governance Loop: Azure Policy - Governanc...
Learn Azure RBAC: A Cat-Inspired Guide
Azure Role-Based Access Control (RBAC) is a foundational security pillar for managing access to resources in Azure. But let's be honest, diving into IAM concepts can sometimes (most of the times) feel a bit dry(er). So, to make things more engaging, ...
#Handson Deploying a Secure SQL Server VM on Azure with Infrastructure as Code and Just-in-Time Access
Executive Brief This deployment demonstrates a modern, secure approach to cloud infrastructure management using Infrastructure as Code (IaC) principles with Bicep. By combining Azure DevOps pipelines, Azure Key Vault for secret management, and Just-i...
The Unseen Giant: How Cloudflare Quietly Powers the Modern Internet
Few companies play as critical and yet as publicly understated a role as Cloudflare. In the vast, intricate web of digital infrastructure that underpins our daily online lives, few companies play as critical and yet as publicly understated a role as ...