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Machine Learning: Random Forest with Python from Scratch - Using Pandas for Random Forest (2)
This is a continuation of the previous lesson, and here we will look at conditionally selecting values from a dataset. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with Python...
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Machine Learning: Random Forest with Python from Scratch - Using Pandas for Random Forest (1)
This video introduces us to Pandas data structures and analysis tools, which help make data easy to handle and intuitive. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with...
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Machine Learning: Random Forest with Python from Scratch - Types of Learning
Here, we will understand the learning types, including supervised and unsupervised machine learning algorithms. This clip is from the chapter "Introduction to Machine Learning" of the series "Machine Learning: Random Forest with Python...
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Machine Learning: Random Forest with Python from Scratch - Formats of Data
You will learn about the different data formats in machine learning, including structured (labeled or unlabeled) and unstructured data, and how to choose the best format. This clip is from the chapter "Introduction to Machine Learning"...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Conditional Rendering
This video delves into various techniques for conditionally rendering components based on specific conditions or user interactions, if statements, ternary operators, and logical operators for implementing conditional rendering effectively.
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Understanding Hierarchy in React.JS
This video provides a comprehensive explanation of the hierarchy concept in React.JS. You will learn how components are structured in a hierarchical manner, with parent and child components, topics such as component composition, passing...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Props in React.JS
In this video, we will dive deeper into the concept of components in React.JS, create reusable and modular components that encapsulate specific functionality and can be composed together to build complex user interfaces, the different...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Components in React.JS
This video introduces template literals in React.JS to dynamically generate strings with embedded expressions. You will learn to use template literals to concatenate strings and variables in a more concise and readable way. You will...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Template Literals in React.JS
In this video, you will learn about different methods of styling components in React.JS. we will explore inline styling to directly apply styles to individual elements using JavaScript objects. You will learn about internal styling,...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Inline and Internal Styling in React.JS
In this video, you will learn about different methods of styling components in React.JS. You will explore inline styling, where you can directly apply styles to individual elements using JavaScript objects. You will also learn about...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - First React App
In this video, you will learn to create our first React application, be guided through the process of setting up a basic React project and understanding the structure of a React application. You will learn to create and render React...
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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...
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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...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - classList Method
In this video, we will discover the classList property and its associated methods, which provide a convenient way to manipulate CSS classes on elements, how to add, remove, toggle, and check for the presence of specific classes using...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - useCapture
This video dives into the concept of event capturing in JavaScript. You will learn about the useCapture parameter in the addEventListener method and how it affects the order in which event handlers are triggered during event propagation....
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - addEventListener (Events)
In this video, we will explore the addEventListener method to attach event handlers to elements. You will learn to listen for and respond to various events, such as clicks, mouse movements, keyboard input. Understanding event handling is...
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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...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Number Methods
In this video, you will learn about the various Number methods available in JavaScript, which include isNaN, isFinite, toExponential, and toPrecision, among others. We will understand how to use these methods to perform operations on...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - String Methods - Part 3
In this final part, we will explore more advanced string methods such as match, search, slice, substr, and includes, enable you to search for patterns in strings, extract substrings, and check whether a string contains a specific value,...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - String Methods - Part 2
Continuing from the previous video, this part focuses on additional string methods such as trim, split, replace, concat, and charAt, and how to use these methods to perform operations such as removing whitespace, splitting strings into...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - String Methods - Part 1
In this video, we will explore various methods available for manipulating and working with strings in JavaScript. You will learn about common string methods such as length, toUpperCase, toLowerCase, substring, indexOf, and more.
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Objects
In this video, you will learn about objects in JavaScript, which are complex data types that allow us to store and organize related data. We will explore how to create objects, define properties and methods, and access their values.
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Slice and Splice Methods
In this video, we will discover different ways to manipulate arrays. Slice() allows for creating a new array by extracting a portion of an existing array, while splice() enables the insertion, deletion, or replacement of elements within...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Using array.map() Inside JSX Elements
In this video, you will learn to dynamically render elements based on an array of data, leveraging the power of array.map() to generate JSX components. We will understand different use cases and provide tips for efficient and effective...