Introducing BatchBlendStudio: A Lean, Client-Side Image Tool

As a developer with a penchant for practical solutions, I’ve created BatchBlendStudio - a no-frills, efficient website for image compression and conversion. Try it here: batchblendstudio.com

Built for Privacy and Performance

In an …

🍞 “Fluttered Out? Spread Some Butter Instead!” 🍞

Fed up with Flutter’s endless boilerplate? So was I! So, I whipped up Butter - the slicker answer for UI design. And don’t get me started on Dart, because… Meet Bart! 🍯

No more callbacks. No more writing the same name …

Deriving Backpropagation from Scratch

Backpropagation is the backbone of training deep neural networks. In this post, we will unravel the mathematics behind this critical algorithm, starting with the basics and building up to the full derivation.

The Basic Idea

The goal of training a neural network …

The Synonyms of Intelligence: Compression, Abstraction, and Learning

Imagine you’re given two tasks.

Task 1: Memorize the multiplication tables up to 12x12. This means memorizing 144 results, each a combination of two numbers and their product.

Task 2: Learn the rules of multiplication.

At …

Step 1: Import NumPy and Prepare Data

In any machine learning or data science project, data preparation is a critical step. It ensures that the data you’re working with is in the right format, and that you have all the necessary tools at your disposal to manipulate it. In this step, …