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Cloud-9.9: Using Amazon CloudFront for Your Site in Amazon EC2

2025-06-12T10:54:23+00:00

Hey, this is Step 9 of our 9-step website portfolio building with AWS! Got lost? Click here to go to the main article, and here for the eighth step! In this final step of the series, we’ll guide you through integrating Amazon CloudFront, a global Content Delivery Network (CDN), with your WordPress website hosted on Amazon EC2. Amazon CloudFront will help accelerate content delivery, reduce latency, and enhance the overall performance and security of your site, making it even more robust. Let’s dive in!   What Is a Content Delivery Network (CDN) and Why Is It Important? A Content Delivery [...]

Cloud-9.9: Using Amazon CloudFront for Your Site in Amazon EC22025-06-12T10:54:23+00:00

Understanding F1 Score in Machine Learning

2025-06-10T16:22:39+00:00

In machine learning, evaluating the performance of a model is essential to ensure its effectiveness and reliability. Among various metrics used for classification problems, the F1 Score is one of the most important and widely used. This metric helps assess the balance between precision and recall, providing a score reflecting the model's accuracy and ability to identify relevant instances. What is the F1 Score? The F1 Score measures a model's accuracy, the harmonic mean of precision and recall. It considers both false positives and false negatives, making it especially useful when class distribution is imbalanced. The formula for F1 Score [...]

Understanding F1 Score in Machine Learning2025-06-10T16:22:39+00:00

Smart Note-Taking with NotebookLM – AI Assistant for Your Ideas

2025-06-28T09:38:43+00:00

Have you ever found yourself staring at a blank screen at 10 p.m., with a deadline looming and a mountain of notes scattered across your desktop? We’ve all been there! Wishing upon a shooting start that our research could magically organize itself and whisper the answers straight into our ears.  But what if your notes could not only talk back but also help you brainstorm, summarize, and even turn dense research into a podcast-worthy conversation? You just got your wish granted, but not by a fairy-godmother.  ✨Meet NotebookLM, your AI-powered friend for note-taking and research!✨ So, what exactly is NotebookLM [...]

Smart Note-Taking with NotebookLM – AI Assistant for Your Ideas2025-06-28T09:38:43+00:00

Amazon Bedrock Token Management: Strategies for Smarter AI Usage

2025-06-03T18:11:17+00:00

Did you know? Big tech companies, fast-growing startups, and even solo developers are already using Amazon Bedrock to power their AI apps, from chatbots to content generators. But there's one secret they all share to keep things cost-efficient and fast: Smart token management. Whether building an AI-powered app or experimenting with GenAI for the first time, understanding how tokens work is the key to saving money and boosting performance in Amazon Bedrock. Let's break it all down easily. There is no deep tech talk, just real tips that work. What Are Tokens in Amazon Bedrock? Tokens are the units of [...]

Amazon Bedrock Token Management: Strategies for Smarter AI Usage2025-06-03T18:11:17+00:00

Cloud-9.8: Setting Up Web Caching Using Amazon ElastiCache for Your Amazon EC2-Hosted WordPress Website

2025-06-12T08:50:02+00:00

Hey, this is Step 8 of our 9-step website portfolio building with AWS! Got lost? Click here to go to the main article, and here for the seventh step! WordPress has proven itself as a powerful Content Management System (CMS) tool. However, as traffic increases, its performance can be compromised and slow down, especially when running on a single Amazon EC2 instance. In this article, I'll show you how to use Amazon ElastiCache to enable web caching and improve your website's performance. This step applies not just to those who are creating their website portfolio but to anyone who runs [...]

Cloud-9.8: Setting Up Web Caching Using Amazon ElastiCache for Your Amazon EC2-Hosted WordPress Website2025-06-12T08:50:02+00:00

Beyond the Limits: Writer Palmyra X5 & X4 on Amazon Bedrock

2025-05-31T02:24:45+00:00

As organizations increasingly adopt generative AI to streamline operations, boost productivity, and provide personalized experiences at scale, the demand for domain-specific, enterprise-grade language models has never been greater. Introducing Writer’s Palmyra X5 and X4—two powerful foundation models designed specifically for business applications. Writer has pioneered AI development that comprehends language, business context, compliance requirements, tone, and brand-specific language. These models are now available through Amazon Bedrock, AWS’s fully managed service that simplifies the process of building and scaling generative AI applications using various top-tier foundation models via API, all without the need for infrastructure management. In this blog, we will: [...]

Beyond the Limits: Writer Palmyra X5 & X4 on Amazon Bedrock2025-05-31T02:24:45+00:00

BLACKBOX AI: A Comprehensive Overview

2025-05-29T12:08:01+00:00

In the world of software development and design, AI-powered tools are becoming invaluable assets for boosting productivity and automating workflows. One of the tools, BLACKBOX AI, stands out for its ability to bridge the gap between creativity and code. By using advanced machine learning algorithms, BLACKBOX AI allows users, whether developers, designers, or businesses, to rapidly translate their ideas and designs into functional code with minimal effort. This tool empowers users to automate complex tasks, making the development process more efficient and accessible than ever before. Let's explore what BLACKBOX AI is and how it can revolutionize your approach to [...]

BLACKBOX AI: A Comprehensive Overview2025-05-29T12:08:01+00:00

Cloud-9.7: Your Guide to WordPress Plugins and Templates

2025-06-12T08:42:13+00:00

Hey, this is Step 7 of our 9-step website portfolio building with AWS! Got lost? Click here to go to the main article, and here for the sixth step! WordPress is a robust Content Management System (CMS) that anyone, regardless of technical skill, can simply use. Plugins and themes are two of this CMS tool's features; with a few clicks and tweaks, anyone may create their own website. These features enable you to manage and configure your website without having to write any code from scratch. In this article, we'll go over the capabilities of these two features, how they [...]

Cloud-9.7: Your Guide to WordPress Plugins and Templates2025-06-12T08:42:13+00:00

Build an AI Opponent for Discord Activities – Intro

2025-05-26T06:50:08+00:00

Have you ever wondered how NPCs and bots in games make decisions? How do they seem to "think" or play strategically—even when there's no human behind the scenes? In this blog series, we’ll take a deep dive into creating your own AI-powered opponent for a turn-based board game—specifically designed to run inside Discord Activities. Our goal is to create an opponent for turn-based board games that makes strategic decisions, learns from its experiences, and offers a compelling challenge for players on Discord. In this blog series, we'll learn how to: Design an AI opponent tailored for turn-based games Integrate your [...]

Build an AI Opponent for Discord Activities – Intro2025-05-26T06:50:08+00:00

AI-Powered Image Search Engine with Amazon Bedrock: A Comprehensive Guide

2025-05-25T02:38:59+00:00

Because of the ubiquity and accessibility of digital cameras - and I'll bet you're holding one in your hand right now, baked into your mobile phone -  we as a generation take more pictures than ever before in the history of the human race. According to PhoTutorial, it is estimated that humanity nowadays takes 3.7 million photos per minute1. That translates to an impressive 162 billion images monthly2, if your mind has not been boggled enough.  The convenience of capturing digital images introduced a modern problem for us. We now have to wade through heaps and tons of images to [...]

AI-Powered Image Search Engine with Amazon Bedrock: A Comprehensive Guide2025-05-25T02:38:59+00:00

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