Binary classification is a fundamental task in machine learning, where the goal is to categorize data into one of two classes or categories.  Binary classification is used in a wide range of applications, such as spam email detection, medical diagnosis, sentiment analysis, fraud detection, and many more. In this

Binary Classification with TensorFlow Tutorial

Ever since the launch of OpenAI's ChatGPT, everyone wants to learn about AI and ML.  Not only that – everyone wants to build and release an AI product on their own to mark their position in the global competition.  And if you already own a SaaS product, you

How to Build a Linear Regression Model – Machine Learning Example

In the rapidly evolving world of mobile app development, Flutter has gained immense popularity for its ability to create stunning and high-performance apps across multiple platforms.  Flutter's framework allows developers to build beautiful user interfaces, deliver native performance, and streamline development.  In this tutorial, I will walk you

How to Build and Release a Flutter App in Google Play

Imagine you run a popular e-commerce website that experiences a significant increase in traffic during holiday sales or special promotions. Your servers might get overwhelmed by the sudden surge in visitors, leading to slow page loading or even server crashes. This could result in frustrated customers abandoning their shopping carts and a loss of revenue.

AWS Fundamentals – A Beginner’s Guide to Application Load Balancers - GoGoSoon

In the world of machine learning, we often encounter complex problems, from image recognition to natural language processing.  But let's take a step back and explore something more elementary yet equally intriguing: addition! Yes, you read that right – addition.  In this tutorial, we'll build a neural network

How to Add Two Numbers – The Machine Learning Way

Animations play a crucial role in enhancing user experience and making mobile apps more engaging.  Flutter, Google's UI toolkit for building natively compiled applications for mobile, web, and desktop, offers a powerful animation system that allows developers to create stunning custom animations.  In this step-by-step guide, we will

How to Create Custom Animations in Flutter – A Step-by-Step Guide

Serverless architectures have transformed the way we build and deploy applications in the cloud, bringing in more efficiency and scalability. In this article, we'll dive into the Serverless Stack Toolkit (SST), a framework for building serverless applications. We'll deploy a Next.js application and set up a custom domain, all without

How to Deploy a Next.js App with Custom Domain on AWS Using SST

spaCy is an open-source software library for advanced natural language processing. It's written in the programming languages Python and Cython, and is published under the MIT license.  spaCy excels at large-scale information extraction tasks. It's written from the ground up in carefully memory-managed Cython. spaCy is designed to help