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High-Performing ≠ Massive: The Rise and Progression of Small Language Models (SLMs)

2025-10-13T06:51:02+00:00

Have you ever needed to find a new charger for your device, only to discover that its voltage wasn’t compatible, causing it not to work or even risking damage? Without checking the actual needs of your device, you’ve probably thought that you could go with what the seller recommends as the “highest-quality” rather than your device’s fitting needs. With the current utilization of AI for businesses, bigger doesn’t always mean better. Large Language Models (LLMs) like GPT, Gemini, Claude, etc. have been in the spotlight for their high-performing power for computational tasks and content generation capabilities. But let’s be honest, [...]

High-Performing ≠ Massive: The Rise and Progression of Small Language Models (SLMs)2025-10-13T06:51:02+00:00

Data Preprocessing Guide for Beginners in ML

2025-10-10T07:06:08+00:00

Before machine learning (ML) models can generate predictions or insights, the raw data must first be cleaned, organized, and transformed into a suitable format for the model. This process is known as data preprocessing. It is the foundation of every successful ML project. It ensures that the model learns from high-quality, consistent, and well-structured input rather than noisy, incomplete, or biased information. In this hands-on guide, we’ll walk through how to transform a raw Kindle eBook dataset from Kaggle into machine learning-ready data using Google Colab, a free cloud-based environment that allows you to write and execute Python code directly [...]

Data Preprocessing Guide for Beginners in ML2025-10-10T07:06:08+00:00

The Future Is Containerized: Why Every Cloud Engineer Should Care About Docker in 2025

2025-10-06T04:30:42+00:00

In 2025, software development is moving faster than ever. Businesses demand speed, reliability, and scalability. Cloud infrastructure is no longer optional — it’s the backbone of modern applications, powering everything from streaming platforms like Netflix to AI-driven fintech solutions. In this fast-paced environment, one technology has emerged as a game-changer for cloud engineers: Docker. An illustration of a developer using Docker for containerized applications. Picture this: a developer spends weeks building a web application. On their laptop, it runs flawlessly — smooth performance, no errors. But once deployed to production, chaos erupts. Dependencies don’t match, libraries are missing, [...]

The Future Is Containerized: Why Every Cloud Engineer Should Care About Docker in 20252025-10-06T04:30:42+00:00

Everything I learned using AWS and Terraform

2025-10-03T13:22:32+00:00

In this article, I will walk you through what I have learned while developing a system in AWS using Terraform. For context, I created this project as a requirement for my previous internship. I will provide the GitHub repository for the requirements, architecture, and execution steps. This project implements a highly scalable and available web application adhering to the best practices regarding availability, scalability, and reliability. I have developed this project for nearly four weeks, enhancing my skills in Cloud, Infrastructure as code, and engineering altogether, and here are some of the lessons I have learned and applied during the [...]

Everything I learned using AWS and Terraform2025-10-03T13:22:32+00:00

Chips & Brains: The Psychology of Human-AI Decision Making

2025-10-07T07:45:30+00:00

Your smartphone just recommended the perfect restaurant, your GPS avoided traffic seamlessly, and your bank approved a loan in seconds—all without human intervention. The speed at which AI operates is awe-inspiring. Yet when the same AI suggests a medical treatment or hiring decision, we suddenly hesitate. This contradiction reveals something fascinating: our relationship with artificial intelligence isn't just about technology; it is deeply psychological. Today's workplace is undergoing a silent revolution in which human intuition and algorithms clash, operate together, and occasionally fail catastrophically. AI technologist Kylan Gibbs and social psychologist Brian Lowery agreed in a recent TED talk that [...]

Chips & Brains: The Psychology of Human-AI Decision Making2025-10-07T07:45:30+00:00

Achieve AWS Mastery with LocalStack

2025-10-01T13:57:23+00:00

Imagine if there is a way to learn AWS without ever needing an internet connection, learn to test your infrastructure locally, run AWS services on your machine? Well, there's this thing called LocalStack in which allows you to run AWS in your machine. You can test out different services, learn how to connect each of it, test out how they can work together, and maybe testing out an application that uses a specific service that you cannot test locally. In this blog, I will guide you through on how to set it up and the things that you can do [...]

Achieve AWS Mastery with LocalStack2025-10-01T13:57:23+00:00

SC-300 Microsoft Identity and Access Administrator Exam Study Path

2025-10-01T10:36:09+00:00

Bookmarks Study Materials Azure Services to Focus On Validate Your Knowledge Final Remarks The SC-300 Microsoft Identity and Access Administrator certification is designed for professionals responsible for designing, implementing, and managing identity and access management (IAM) systems for an organization. This role focuses on managing the Microsoft Entra ID services, configuring secure authentication and authorization, enabling self-service capabilities, and ensuring compliance and governance of identities across cloud and hybrid environments. The exam will measure your skills in the following areas: Implement and manage user identities Implement authentication and access management Plan and implement [...]

SC-300 Microsoft Identity and Access Administrator Exam Study Path2025-10-01T10:36:09+00:00

AWS Lambda Web Adapter: Turning Functions Into Full-Fledged Web Apps

2025-09-29T02:21:47+00:00

AWS Lambda Web Adapter: Turning Functions Into Full-Fledged Web Apps When people hear about AWS Lambda, they usually imagine tiny snippets of code that run briefly in response to an event. It might be a function that resizes an image after it’s uploaded, or one that processes a payment notification before disappearing again. Lambda is built for these short, event-driven tasks, which makes it incredibly powerful but also somewhat limited in perception. After all, who would think of Lambda as a place to host an entire website? This is where the AWS Lambda Web Adapter changes the game. Instead of [...]

AWS Lambda Web Adapter: Turning Functions Into Full-Fledged Web Apps2025-09-29T02:21:47+00:00

Securing Your Website in Containerized Applications: A Step-by-Step Guide to Setting-up HTTPS

2025-09-27T20:01:15+00:00

  So, you have just deployed your first app to the cloud (maybe you have followed the tutorial that we have for deployment insert link here), it’s running great, you have your users now, but then you noticed that little “Not Secure” warning in the browser. Suddenly, your app looks… well, not so secure anymore But what if I told you that getting that green padlock icon, the one that makes your site look legit and trustworthy—is not only possible but completely free? And you don't need to be a security expert to pull it off? This guide will walk you [...]

Securing Your Website in Containerized Applications: A Step-by-Step Guide to Setting-up HTTPS2025-09-27T20:01:15+00:00

Mastering Cloud-Based Semantic Search: Advanced Cloud Search Architectures Made Easy

2025-09-26T10:14:10+00:00

In today's AI-driven world, finding information based on meaning and context rather than exact keywords has become crucial. Good thing we now have vector search, enabling semantic search, personalized recommendations, image similarity, and more. However, building and managing vector search infrastructure can be complex. Fortunately, AWS offers zero-infrastructure managed services that let you implement powerful vector search capabilities without worrying about servers, scaling, or maintenance. Let's walk through creating a simple yet effective vector search demo using AWS services within the Free Tier so you can follow along without incurring costs. What is Vector Search? Vector search is a groundbreaking [...]

Mastering Cloud-Based Semantic Search: Advanced Cloud Search Architectures Made Easy2025-09-26T10:14:10+00:00

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