Learning Neural Network usually seems difficult due to lots of math and terminologies used inside. However, to get started it is better to understand basic concepts first, without deep diving into underlying math and different variations of neural networks. In this article, we will walk through those fundamental concepts in order to get an idea of what is Neural Network, why we need it, and how it works.

Why use a Neural Network?

Usually, software engineers solve problems using an algorithmic approach.

However, sometimes it is difficult or even impossible to write an algorithm for certain types of problems, like image classification, speech recognition, etc…

A quick overview of what is CSS Modules, how it works, how it’s used together with React, plus some useful tips

What is CSS Modules?

A CSS Modules is a CSS file in which all class names and animation names are scoped locally by default.

CSS Modules is not an official specification nor a standard. It’s a sort of step in the CSS/JavaScript building process, which modifies CSS classes by appending some unique hash, thus ensuring, that your CSS styles are locally scoped and don’t overlap with each other.

How does CSS Modules work?

Your original CSS file will be compiled into a special ICSS (Interoperable CSS) format, which…

When working with Git CLI we usually type lots of verbose and boilerplate commands. However, Git has alias support that might be handy and save a lot of “typing” energy as well as increase your productivity.

Getting Started

What is Git Alias

Basically Git Alias gives the ability to save some command with different name/nickname.

How to add Git Alias

There are 2 ways of adding new Git Alias:

1. Adding to the git config file: $ git config --global --edit

...
[alias]
  co = commit

2. Using Git CLI: git config --global alias.co checkout

Note: This is just automated version of “Option 1” for adding single git alias.

How to use Git Alias

• So using the…

JavaScript nowadays is almost everywhere: on the backend, frontend, desktop, mobile, tooling, etc.

If your project consists of multiple JavaScript repositories, now, it’s much better to move them into a single/mono repository and control them using Lerna.

What is Lerna?

Lerna is a tool for managing JavaScript projects with multiple packages.

I recommend you take a look at lerna commands before we proceed.

Why Monorepo?

Monorepo is NOT about mixing everything together inside a project(do not confuse with monolith).
Monorepo is about having source codes of multiple applications, services, and libraries that belong to one domain inside a single repository.

Note: Monorepo can be organized…

This article shows how to create a simple Node.js app and setup Docker for running the app locally in watch mode inside a container.

Why use Docker for development?

• Easy starting. New developers need only Docker CE as a prerequisite.
• The same environment. Everyone working on the project will have the exact same environment (including Nodejs and npm versions, as well as node_modules, if using package-lock.json or yarn.lock). Also min diff with production environment, if app runs in docker container on prod.

Prerequisites:

• Docker CE(community edition). You can find and install from the Docker official website.

Creating Node.js app

1. Create a new project.

# Create new app directory npm…