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Data Preprocessing Guide for Beginners in ML

2025-10-22T06:09:23+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 ML2025-10-22T06:09:23+00:00

AWS Certified Generative AI Developer Professional Study Path AIP-C01

2025-11-13T08:31:07+00:00

AWS has just unveiled the newest AWS Certified Generative AI Developer – Professional AIP-C01 certification. This important credential is for developers and AI professionals who want to advance their careers by building, deploying, and improving high-quality generative AI applications on AWS. This certification confirms your skills in using foundation models and integrating generative AI into practical business solutions. This certification highlights a developer’s ability to effectively integrate foundation models, retrieval-augmented generation (RAG) architectures, and vector databases into production-ready AI solutions. While the complete exam guide has not yet been released, AWS has shared key insights through its official certification page [...]

AWS Certified Generative AI Developer Professional Study Path AIP-C012025-11-13T08:31:07+00:00

Don’t Struggle with Kaggle: Build your First Data Science Project!

2025-10-24T06:52:50+00:00

Are you a beginner wanting to start your very first data science or machine learning project, but don’t have the right hardware or enough storage capacity? Well, Kaggle is the perfect platform to start your journey!  What is Kaggle? Kaggle is a powerful web-based platform that provides opportunities for data scientists/analysts and machine learning enthusiasts to collaborate with the community, find and publish datasets, and grow their skills through competitions.  Why Kaggle? Just like Google Colab, this platform provides cloud-based notebooks so you can run your code directly without installing Python, Jupyter or other heavy dependencies/libraries. Kaggle also offers GPU [...]

Don’t Struggle with Kaggle: Build your First Data Science Project!2025-10-24T06:52:50+00:00

Tech Burnout: Is It Really Inevitable?

2025-10-17T12:05:51+00:00

What if the dream job, the one you've always been dreaming of and manifesting ever since, is quietly draining the life out of you? This exhaustion is a known feeling in the tech industry, where the relentless pressure forces professionals and students to push until they hit a wall. This struggle is intensified in cultures that value sheer willpower and "diskarte" (resourcefulness), where admitting this profound fatigue feels like a personal, silent failure. We've all seen this cycle, or been trapped in it ourselves. This article is inspired by Mayuko’s (2020) video, “Why is Burnout So Common in Tech? Let’s [...]

Tech Burnout: Is It Really Inevitable?2025-10-17T12:05:51+00:00

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

2025-10-17T11:29:21+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 [...]

High-Performing ≠ Massive: The Rise and Progression of Small Language Models (SLMs)2025-10-17T11:29:21+00:00

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

2025-10-29T12:10:55+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 database [...]

The Future Is Containerized: Why Every Cloud Engineer Should Care About Docker in 20252025-10-29T12:10:55+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

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