Curated Video
Modern JavaScript from the Beginning - Second Edition - Traversing the DOM - All Nodes
This video covers how to traverse the entire DOM, including text nodes and comment nodes. It covers the firstNode, lastNode, nextNode, and previousNode properties. This clip is from the chapter "DOM Manipulation" of the series "Modern...
Curated Video
Modern JavaScript from the Beginning - Second Edition - Traversing the DOM - Elements
This video covers how to traverse the DOM to access child elements, parent elements, and sibling elements. It covers the firstChild, lastChild, nextSibling, and previousSibling properties. This clip is from the chapter "DOM Manipulation"...
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Machine Learning: Random Forest with Python from Scratch - How to Classify
Let's learn to write a classification method that will train our module and help us get predictions. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with Python from...
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Machine Learning: Random Forest with Python from Scratch - Leaf and Decision Node
In this lesson, you will learn to create two classes, a leaf node and a decision node, with a constructor. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with Python from...
Curated Video
Machine Learning: Random Forest with Python from Scratch - Best Slip
Here, we will determine the best split at any decision node where information is maximum and split into two branches, true and false. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random...
Curated Video
Machine Learning: Random Forest with Python from Scratch - Information Gain
In this video, we will define columns for questioning and determine how much information can be gained by splitting a column. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with...
Curated Video
Machine Learning: Random Forest with Python from Scratch - Question and Partition
In this video, you will learn to create two more helper functions, question, and partition, which define statements for querying and retrieving data. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine...
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Machine Learning: Random Forest with Python from Scratch - Structure
In this video, we will discuss the structures of a Random Forest, namely forest, tree, leaf node, and decision node. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with Python...
Curated Video
Modern JavaScript from the Beginning - Second Edition - Nodemon and Route Clean-Up
In this video, we will use Nodemon to automatically restart our server whenever changes are made, making development more efficient. We will also clean up our code by moving our route handlers into separate modules. This clip is from the...
Curated Video
Modern JavaScript from the Beginning - Second Edition - Linked Lists
Linked lists are a data structure that allows us to store data in a sequence of nodes. In this video, you will learn how linked lists work, how to create them, and how to perform basic operations on them. This clip is from the chapter...
Curated Video
Modern JavaScript from the Beginning - Second Edition - ES Modules
This video covers ES Modules, which is a module format introduced in ES6 (ECMAScript 2015). The video explains how to create and use ES Modules in our code, how to export and import modules using the ES6 syntax, and how to use ES Modules...
Curated Video
Modern JavaScript from the Beginning - Second Edition - Installing and Using Node.js
This video covers how to install and use Node.js, a JavaScript runtime environment that allows us to run JavaScript code outside of the browser. The video explains how to install Node.js on different operating systems and shows how to...
Curated Video
The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Insert Adjacent Element and Insert Adjacent HTML
This video introduces the insertAdjacentElement() and insertAdjacentHTML() methods, which provide flexible ways to insert elements or HTML content at specific positions relative to an element. You will learn to use these methods to...
Curated Video
The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Children Nodes
In this video, we will explore the children property, which provides access to the child nodes of an element. We will retrieve child elements, text nodes, or other types of nodes within an element. Understanding children nodes is...
Curated Video
The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Parent Nodes
This video focuses on traversing the DOM tree to access the parent nodes of elements. You will learn about the parentNode property to navigate to the immediate parent of an element, useful for traversing up the DOM tree, finding specific...
Curated Video
The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - DOM Get Methods
In this video, we will discover various DOM methods to retrieve elements from the webpage, which include getElementById, getElementsByClassName, getElementsByTagName, and querySelector. You will learn to use these methods effectively to...
Curated Video
The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Append Child and Insert Before
In this video, we will explore the appendChild() and insertBefore() methods to insert elements into the DOM tree, to append a new element as a child of an existing element, or insert it before a specified reference element, which is...
Curated Video
The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Create Element Text Node
This video focuses on creating and working with text nodes in the DOM. You will learn to use the document.createTextNode() method to create a new text node, which can be inserted as a child of an element. Understanding how to create and...
Curated Video
Hands-On Continuous Integration and Automation with Jenkins - Configure the EC2 Plugin
This video introduces AWS concepts like IAM policy, IAM user, and AMI, and shows how to add AWS credentials to Jenkins and install and configure the EC2 plugin.
Curated Video
Hands-On Continuous Integration and Automation with Jenkins - Tour of Jenkins Dashboard
This video gives an overview of the Jenkins dashboard and admin console and introduces key concepts and terminology.
Curated Video
Vue.js 3 and Firebase for Beginners - Build Tool Setup with Vite
In this video, we will explore the setup process of Vite, a build tool. To begin the course, we need to install Node.js and npm, which will enable us to seamlessly proceed with the course. This clip is from the chapter "Introduction" of...
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Data Science Model Deployments and Cloud Computing on GCP - Containerization with Docker
This video explains containerization, which is a way of packaging the code up complete with libraries, files, and dependencies in an environment that is predictable and portable. Docker is a suite of technologies that accomplishes this....
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - CI/CD
This video explains continuous integration and continuous delivery in DevOps. This clip is from the chapter "DevOps" of the series "Web Development Concepts for Everyone".This video explains DevOps and cloud orchestration with Kubernetes.
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Cloud Hosting with Heroku
This video explains Heroku, which is a cloud platform that enables developers to build, run, and operate applications entirely on cloud. This clip is from the chapter "Cloud Platforms" of the series "Web Development Concepts for...