Using HTTPS for your web application is a no-brainer, but sometimes it is not intuitively clear on how to get started on using SSL for your website. I’m going to be going over step-by-step on generating a self-signed certficate and testing it out on a Node.js web server. Generating Private Key First let’s generate a private key. The private key is used to decrypt the data encrypted by the public key. Read more...

Clustering is grouping of data or dividing a large data set into smaller data sets of some similarity. A well known clustering algorithm in unsupervised machine learning is K-Means clustering. The K-Means algorithm takes in n observations (data points), and groups them into k clusters, where each observation belongs to a cluster based on the nearest mean (cluster centroid). The distance between a data point and cluster centroid is calculated using the Euclidean distance. Read more...

The Naive Bayes classifier is a pretty popular text classification algorithm because of it’s simplicity. You’ll often see this classifier used for spam detection, authorship attribution, gender authentication, determing whether a review is positive or negative, and even sentiment analysis. The Naive Bayes classifier takes in a corpus (body of text) known as a document, which then a stemmer runs through the document and returns a “bag or words” so to speak. Read more...

There may be cases in which you want to pixelate an image, such as creating 8-bit style pixel art themed games or you simply want to give a hint of what an image is about without exposing too much. Turns out that it’s not complicated at all to do pixelation with canvas. View demo » The main methods needed from the canvas context are imageSmoothingEnabled for rendering crisp pixels and drawImage for drawing those pixels on to the canvas context. Read more...

Bitwise operators act on the level of individual bits which allows for fast comparisons and calculations. I’ll be going over a couple of ways to use bitwise opeartors in JavaScript since it’s not entirely clear at first. Some of the examples shown are from various sources which I’ve accumlated over time in which I’m going to elaborate on them. Bitwise AND Return a one if the two bits are both one. Read more...

If you’ve been up-to-date with what’s going on in the JavaScript world then you know that ES6 is currently the new hotness in town. I’m going to be showing examples of some of the nicest features in ES6, which include: Modules Classes Arrow Functions Destructuring Generators Promises Proxies Defaults Maps Weak Maps Sets Symbols Shorthand Objects Spread Operator Rest operator Constants Block Scoping Template Strings Modules Export example (math. Read more...

A Git hook allows you to execute custom scripts when an action occurs, such as when a commit or push is performed. Before I discovered git hooks, my deployment process consisted of pushing changes to my remote repository, SSH’ing into the server, navigating to the site directory, pulling the changes, and restarting the webserver. It wasn’t efficient at all and a waste of time doing that several times a day. I’ll explain how to set up a simple git hook making the deployment process a bit more effortless, but first I want to give credit to this how-to article which got me started. Read more...

Redis is an in-memory, key-value store that is fast. Really fast. Redis can hold hundreds of millions of keys in memory and handle tens of thousands of requests per second without breaking a sweat. It’s useful for caching data, maintaining sessions, keeping counters, queues, publish/subscribe real time notifications, and so on. There are many use cases for Redis due to it’s simple dictionary model that maps keys to values, but what one should be aware of is that it’s focus is not long-term data persistance. Read more...

In this tutorial I will go over Backbone.js main components: Models, Collections, Views, and Routes. We will not be building an application but instead we will be going over a number of simple examples of each Backbone compoment, that hopefully after we are done you will have a firm understanding of Backbone.js and be able to put it all together. Models Models are a key component of Backbone applications. With model objects you can easily keep track of your data and update as needed. Read more...

Memoization (based on the word memorable) is technique that caches the result of a function in order to avoid recalculation the next time the same function is called. Initially when the function is executed, the result gets added to an object holding the calculated results. When the function is called again, it checks the results object to see if already contains the result and if it does then return it. If it’s not cached, then calculate and store it. Read more...

Having to type in a password in order to SSH into your server every single time is tedious and not the way to go. I will show you how to set up SSH keys so that you can elimate an extra step from your workflow. Generating keys On your local maching, generate a new SSH key with the command: # Generate new key. ssh-keygen -t rsa When asked for the file to save the key in, enter: Read more...

In this tutorial I will show how to install and configure Node.js and Nginx on you Ubuntu server. Installing Dependencies The only dependency we really need is the build-essential package in order to be able to compile the Node.js source code. # Make sure to download the latest repos. sudo apt-get update # Required to run `make` command. sudo apt-get install build-essential # If you need to use https. sudo apt-get install libssl-dev # My favorite text editor. Read more...

Raspberry Pi camera board So you got your Raspberry Pi and decided to get a Camera Board to do something awesome with it. Why not turn it a simple video streamer? That’s what I thought too. I wanted to set up a simple security camera for my home so that I can see spy on whoever is lurking around from wherever I am through a web browser. Read more...

With the getUserMedia API, it is now possible to access the user’s webcam and microphone using just JavaScript. What this means is that we can finally get rid of those nasty Flash plugins and use this native approace instead. At the writing of this post, only Firefox 17+ and Chrome 21+ have support for getUserMedia. Give credit where credit is due. The code is heavily inspired by HTML5 Rocks' article Capturing Audio & Video in HTML5. Read more...

Using JavaScript, we can create an audio object and manipulate it very easily. Below is some code (gist) to help you get started. You can play, stop, pause, and loop the audio. <!-- Audio Control Buttons --> <button id="play-button">Play</button> <button id="stop-button">Stop</button> <button id="pause-button">Pause</button> <button id="loop-button">Loop</button> // Basic HTML5 audio manipulation (function () { 'use strict'; // Set namespace. var NS = {}; // Control buttons. NS.playButton = document.getElementById('play-button'); NS. Read more...

There are many ways to create a navigation menu for a mobile site, but the kind that seems to be most popular at the time is a slide out menu, such as the one you see on the Facebook app. The advantages of using this type of menu is that it is easily accessible and there is a lot of room for list items since the user can scroll within the menu. Read more...

The call and apply methods in JavaScript might look complicated at first glance, but they are actually easy to wrap your head around. Suppose we have an object called square with a few properties: var square = { color: "red", getColor: function () { return "I am the color " + this.color + "!"; }, getArea: function (width, height) { return "My area is " + (width * height) + " feet! Read more...

Creating CSS triangles shouldn’t be hard. Here’s a handy little mixin for creating triangles in Sass (gist): @mixin triangle($size:24px, $color:#000, $direction:up, $trim:false, $transparent:false) { content: ""; display: inline-block; width: 0; height: 0; border: solid $size; @if $direction == up { border-color: transparent transparent $color transparent; @if $transparent { border-color: $color $color transparent $color; } @if $trim { border-top-width: 0; } } @if $direction == right { border-color: transparent transparent transparent $color; @if $transparent { border-color: $color $color $color transparent ; } @if $trim { border-right-width: 0; } } @if $direction == down { border-color: $color transparent transparent transparent; @if $transparent { border-color: transparent $color $color $color; } @if $trim { border-bottom-width: 0; } } @if $direction == left { border-color: transparent $color transparent transparent; @if $transparent { border-color: $color transparent $color $color; } @if $trim { border-left-width: 0; } } }

A prototype is an object from where other objects inherit properties from. All objects in JavaScript are descended from Object, a global object. Why this matters I’ll explain later, but for now let’s jump in to some code. Constructor and Methods Let’s define a functional object constructor called Quadrilateral and have width and height as parameters. // Define our constructor var Quadrilateral = function(width, height) { this.width = width; this.height = height; return this; } Traditionally if we wanted to have a method we would define it something like this: Read more...

Dealing with responsive video can be quite troublesome. Here is a simple script you might find useful: (function() { // Responsive Video function responsiveVideo(selector) { // Get videos var videos = document.querySelectorAll(selector); // Loop through videos for (var i = 0; i < videos.length; i++) { var video = videos[i]; // Get aspect ratio var videoRatio = (video.height / video.width) * 100; // Stretch video video. Read more...