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Beginner Guide to Building a Hate Speech Classifier with BERT
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Beginner Guide to Building a Hate Speech Classifier with BERT

Daniela Joaquin2025-07-08T13:54:15+00:00

You've seen the warnings: "This comment may violate our community guidelines," or you've watched online posts or videos get flagged and removed due to their hate speech content. This means that the platform is already using models to detect harmful content. However, have you ever questioned how these models work? How are these models able to understand human sarcasm, cultural slang, and even multilingual language in one sentence? In this guide, we'll walk through the process of building your OWN speech classifier using a well-known transformer model, BERT. This article guides you to a beginner-friendly beginning in modeling and machine learning. [...]

Beginner Guide to Building a Hate Speech Classifier with BERTDaniela Joaquin2025-07-08T13:54:15+00:00

Motoko vs Solidity: A Developer-Centric Comparison
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Motoko vs Solidity: A Developer-Centric Comparison

Precious Grace Manucom2025-07-04T18:00:43+00:00

Motoko vs Solidity: A Developer-Centric Comparison A New Era in Smart Contract Development Innovative contract development has evolved significantly over the past decade. With the rise of decentralized finance (DeFi), non-fungible tokens (NFTs), and a growing ecosystem of decentralized applications, Solidity has long been the standard for writing contracts on the Ethereum Virtual Machine (EVM). It introduced developers to a new paradigm: trustless systems, which do not require trust between parties, programmable money, and immutable ledgers. But as blockchain applications grow in complexity, so do the demands placed on smart contract languages. This article offers a developer-focused comparison between Motoko [...]

Motoko vs Solidity: A Developer-Centric ComparisonPrecious Grace Manucom2025-07-04T18:00:43+00:00

“Hello, [User]!”: A Beginner’s Guide to Building an AI Chatbot with Google Gemini API and Next.js
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“Hello, [User]!”: A Beginner’s Guide to Building an AI Chatbot with Google Gemini API and Next.js

Iñaki Manuel M. Flores2025-07-04T15:11:02+00:00

These days, it feels like there’s an AI chatbot for everything. Need help with homework? Stuck on a coding problem? Want to research a random topic? These virtual assistants can answer just about any general question you throw at them. They’re becoming our go-to partners for learning, creating, and problem-solving. But have you ever wanted a chatbot that doesn't just give generic answers but understands and responds with information specific to your needs? What if you could build your own AI chatbot, even as a beginner? Thanks to modern tools like the Google Gemini API and Next.js, you don’t [...]

“Hello, [User]!”: A Beginner’s Guide to Building an AI Chatbot with Google Gemini API and Next.jsIñaki Manuel M. Flores2025-07-04T15:11:02+00:00

Launching an Amazon EC2 Instance using Terraform
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Launching an Amazon EC2 Instance using Terraform

Marc Hendri Soquiat2025-07-17T00:33:56+00:00

What's up, Dojos! This is your first step on automating your cloud infrastructure by launching an EC2 Instance using Terraform! Efforts from various cloud providers such as AWS made managing your configurations manageable and easy by the use of their Management Consoles. With AWS, launching an EC2 instance, setting up IAM configurations, and VPC provisioning have never been easier within their console. But what if you have to configure large amounts of resources? Provisioning your projects are like a walk in the park, but if you’re managing an application or a business that caters to thousands to millions of customers [...]

Launching an Amazon EC2 Instance using TerraformMarc Hendri Soquiat2025-07-17T00:33:56+00:00

Your First Look into Generative AI: What It Is and Why It Matters
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Your First Look into Generative AI: What It Is and Why It Matters

Precious Grace Manucom2025-07-03T10:21:29+00:00

Your First Look into Generative AI: What It Is and Why It Matters Generative artificial intelligence, or Genb AI, has quickly become a powerful force that is changing many industries. It can write, draw, make music, create videos, and even generate code. These tools easily adjust to different creative and practical tasks, promoting innovation and original ideas across various fields. So, what is Generative AI? How does it work, where is it making a difference, and why should professionals, creators, and organizations care? This article provides a straightforward overview of these questions, mixing technical details with practical importance. What is [...]

Your First Look into Generative AI: What It Is and Why It MattersPrecious Grace Manucom2025-07-03T10:21:29+00:00

Azure AI Bot Service
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Azure AI Bot Service

Irene Bonso2025-07-01T08:07:59+00:00

Azure AI Bot Service Cheat Sheet A managed platform for building, deploying, and managing intelligent chatbots with conversational AI across multiple channels. Enables developers to create scalable, AI-powered bots using natural language processing (NLP) and low-code tools. Key Components: Azure Bot Service: Manages hosting, scaling, and monitoring of bots. Bot Framework SDK: Offers development tools for bot creation (C#, JavaScript, Python). Microsoft Copilot Studio: Low-code platform for building bots with a visual interface. Key Features Multi-Channel Support: Connects to Microsoft Teams, Slack, Web Chat, email, and SMS. Natural Language Processing: Integrates with Azure AI Language for intent recognition and knowledge [...]

Azure AI Bot ServiceIrene Bonso2025-07-01T08:07:59+00:00

Azure AI Speech
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Azure AI Speech

Nikee Tomas2025-07-01T03:28:33+00:00

Azure AI Speech Cheat Sheet It is a cloud-based service enabling developers to seamlessly embed speech processing capabilities into applications. Its core functionalities include: Speech-to-Text (Speech Recognition) - Converting spoken language into written text. Text-to-Speech (Speech Synthesis) - Generating natural human speech from text. Speech Translation - Translating spoken language in real-time into another language. Designed for scalability, reliability, and security, supporting enterprise-grade deployments. Supports over 75 languages and dialects, enabling global applications. Provides prebuilt models optimized for common use cases, as well as custom models for specific vocabularies or environments. Supports both real-time streaming and batch processing modes, facilitating live interactions and offline processing. Voice personalization with neural voices, speaker [...]

Azure AI SpeechNikee Tomas2025-07-01T03:28:33+00:00

What is Metric for Evaluation of Translation with Explicit ORdering?
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What is Metric for Evaluation of Translation with Explicit ORdering?

Ace Kenneth Batacandulo2025-06-29T17:01:03+00:00

When evaluating machine translations, assessing how closely the translation matches a human's understanding is essential. METEOR (Metric for Evaluation of Translation with Explicit ORdering) is an evaluation metric that provides a more comprehensive and accurate measurement of translation quality. Unlike traditional metrics like BLEU, METEOR considers precision and recall and the semantic meaning of words and their order in a sentence, offering a more nuanced and reliable translation evaluation. In this article, we'll delve deeper into METEOR, how it works, and why it's used to evaluate machine translation quality. Additionally, we'll provide an easy-to-understand cheat sheet that summarizes its features. [...]

What is Metric for Evaluation of Translation with Explicit ORdering?Ace Kenneth Batacandulo2025-06-29T17:01:03+00:00

Simplifying DNS Management: How to Transfer Your Domain’s DNS from GoDaddy to Amazon Route 53
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Simplifying DNS Management: How to Transfer Your Domain’s DNS from GoDaddy to Amazon Route 53

Jodi Gabano2025-06-29T10:45:34+00:00

If you have ever tried to create a website and wanted it to be accessible through a custom web address, then you have already touched the basics of DNS, or Domain Name System. DNS is what connects your domain name to the actual server where your website lives. It plays a critical role in making sure your site is reachable, fast, and secure for users around the world. Many website owners start by registering their domain with a provider like GoDaddy. This works well for buying and setting up a domain quickly. However, as your project or business grows, [...]

Simplifying DNS Management: How to Transfer Your Domain’s DNS from GoDaddy to Amazon Route 53Jodi Gabano2025-06-29T10:45:34+00:00

Why I Chose AWS Lambda to Power My App’s Cloud Logic
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Why I Chose AWS Lambda to Power My App’s Cloud Logic

Marc Hendri Soquiat2025-06-27T09:40:37+00:00

For this article, I will demonstrate how I used AWS Lambda as an all-around backend system for a mock-up mobile application I developed for my Design subject in school. The mobile application is an IoT application that integrates communication between a mobile device and a handheld barcode scanner using a Bluetooth module. It also includes security functions, such as code decryption and user statuses. For the dependencies, I used flutter_blue, get, and http. The list below indicates the use cases of AWS Lambda for my mobile application. I hope, by the end of this article, you will know how to [...]

Why I Chose AWS Lambda to Power My App’s Cloud LogicMarc Hendri Soquiat2025-06-27T09:40:37+00:00