Table of Contents Overview Support Vector Machines (SVM) The Data Setup and Installation Exploring and Modeling the Data Takeaways Overview The object of this tutorial is to give you an idea of what a process might look like when a data scientist explores data with the intention of using machine learning to make predictions. Crafting a strategy to classify or
In the last installment, we learned about the basics of Umbraco and what is new in Umbraco 8. Now we are going to delve into coding basic functionality and making our code as modular as possible. Before we delve into the code, let’s talk a little about the different types of controllers available to us and which one is appropriate
Umbraco has changed a lot since I started working with it in version 4 back in 2013. In this series we are going to delve deep into Umbraco from the basics of creating your first site all the way to writing plugins and customizing the backend of this wonderful ASP.Net MVC based CMS Intended Audience What you need: Net MVC
Prerequisites: Basic knowledge of JavaScript You might be thinking, why would you even want to build a “Blockchain” system with JavaScript. Isn’t it a language to make websites? Well, it is. But it can also be used to explain the concepts of blockchain in a simple way. Blockchain is already way to big to ignore. Some people still think that blockchain is
Whether we know it or not, trees are everywhere: our computer file systems, HTML DOM, XML/Markup parsers, PDF format, computer chess games, compilers, and others heavily rely on the tree data structure. More practical examples are company hierarchies, family trees, or comments section of any posts. Trees are found to be tricky when implementing in applications and during the coding
Outline Binary search trees BST Implementation Binary Heaps Trie Binary Search Tree A binary search tree is a binary tree with a unique feature – all nodes to the left of the current node must be smaller than the current node and all nodes to the right must be larger. This rule must be valid for all of the nodes in the tree, not just for the root
Hash table is a data structure designed for quick look ups and insertions. On average, its complexity is O(1) or constant time. The main component of a hash table is its hash function. The better the hash function, the more accurate and faster the hash table is. High level process of implementing a hash table is as follows: data is
Strapi.js is the most advanced Node.js Framework and Headless CMS out there. Even though it is not as popular as Express.js, it has the power to save weeks of development time for teams working on Node.js applications. With built-in admin panel and Koa.js under the hood, strapi can help you build your next awesome product. Pre-requisites: Basic knowledge of JavaScript
Serverless technology is taking over the back-end development world. Some businesses are already dumping microservices infrastructure and switching to serverless. However, the learning curve for serverless is pretty steep and it comes with great complexity. Netlify is trying to solve that problem by providing create & drop functions. In this article, we learn about the main concepts of serverless technology
If you’ve ever wanted to learn to create art and games with programming, you might have heard of Processing. Processing is a kind of coding sketchbook, used by programmers and artists alike. By using basic programming concepts, you can create beautiful visuals, games, and animations. It also can be used with different languages — you can use their own Java-based
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