Introduction to Linear Regression

Linear regression is a fundamental statistical method used to study the relationship between two variables by fitting a straight line to a set of observed data points. This technique is widely used in machine learning and data analysis to make predictions and understand connections between variables.

In this article, we’ll explore the basics of linear regression and implement a simple algorithm to predict house prices and classify whether an object is a cat. We’ll also discuss how to improve the algorithm’s performance using normalization and gradient descent.

As developers we oftern need to boost our creativity. And what is a better way to do so than with some quality machine art? In my quest for inspiration, I stumbled upon the fantastic tool called Midjourney. It’s like a digital genie who can draw beautiful images for any of my projects or just for fun.

But sometimes, repetitive tasks can be a real challenge.

In the realm of artificial intelligence, two terms reign supreme now: LLM (Large Language Models) and AGI (Artificial General Intelligence). Together, they represent the bleeding edge of AI’s potential to transform the digital landscape.

This technical blog post will examine a modular and efficient code designed to parse incoming text messages and generate events based on them. This flexible architecture can be easily extended for a variety of use cases. Let’s get started and explore the principles behind this code, why it is event-ful, and how it can help you stay on top of your messaging game!

Recently, I switched to the Apple ecosystem of devices almost entirely and transitioned all my data into iCloud for ease of usage. The main issue I encountered was that not all popular video formats are supported. It could have been a better experience moving years of photos and videos to the service. (But it’s not, haha!)

The past few years have been a tough time for me. I was in a deep life crisis and was no longer willing to work on my website. It was always a hobby without commercial or social use, a tiny factory for regular bills. I was in debt then, so I killed it without a second thought or regrets. But as time passed, I realized I needed a place to call my home online. But it was just a thought in my mind until today. Because today I saw my good old domain on sale and decided to get it back immediately.

Git rebasing is a helpful tool that allows developers to integrate changes from one branch into another in a cleaner and more streamlined way than merging. One of the main advantages is that it can help keep the Git history more organized and easier to follow. By replaying the changes from the feature branch onto the main branch, Git can create a linear history that shows the progression of the code over time in a more straightforward manner.

If you work with redux apps a lot, you definitely heard about the redux-form package, because working with forms without it is a pain. If not, you should know it simplifies form creation a lot. Even the complex multi-step forms with nested fields could be implemented almost effortlessly using it. The API of the package was recently revamped and it’s super fun to use now, but it’s also pretty big and you definitely can use some hints on it! :) 

Well, it’s plain and simple to express: Err and err and err again, but less and less and less.

--- Piet Hein

React proposes a simple declarative way to build an application’s view. It’s straightforward to write a hierarchy of stateless components or to change a state synchronously. The whole app works as an integration of two pure functions “state(event)” and “view(state)“. The behavior is testable and predictable. But you can’t make something complex without depending on an external data sources integration: side effects come into the stage. Beware, you’re approaching the Dark Zone of functional programming now :)