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Machine Learning: Random Forest with Python from Scratch - Tuples
In this topic on tuples, you will learn how to get a starting index of a substring and write a simple program to find the starting index of the word WORLD. This clip is from the chapter "Introduction to Python" of the series "Machine...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Code Preparation (NLP)
In this video, you will learn how to write the code to turn a sequence of words into an acceptable format such that they can be converted into a matrix of numbers. This clip is from the chapter "Natural Language Processing (NLP)" of the...
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Deep Learning - Recurrent Neural Networks with TensorFlow - RNN Code Preparation
In this video, we will understand how to write code in TensorFlow 2 for a simple RNN. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Autoregressive Linear Model for Time Series Prediction
In this video, we will dive into coding and learn about the autoregressive linear model for time series prediction. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - More about Log Returns (Optional)
This video delves deeper into log returns, including their advantages and limitations compared to simple returns. You will learn to correctly apply log returns in your pairs trading analysis and interpret returns of pairs trading with...
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Modern JavaScript from the Beginning - Second Edition - Speech Recognition API - Color Say Project
In this video, you will learn about the Speech Recognition API. We will see how to create a project that recognizes a user's speech and changes the background color of the page accordingly. This clip is from the chapter "Web Browser...
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Modern JavaScript from the Beginning - Second Edition - Show Location on a Map
In this video, you will learn how to show the location data on a map using the Google Maps API. You will also learn how to customize the map according to your needs. This clip is from the chapter "Web Browser APIs" of the series "Modern...
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Modern JavaScript from the Beginning - Second Edition - Display Search Results
In this video, we will display the search results on a separate page that's similar to the popular movies page. We will use a template literal to render the content and create pagination for large search result sets. This clip is from...
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Modern JavaScript from the Beginning - Second Edition - API Overview and API Key
In this video, we will provide an overview of the TMDb API and how we can use it to get movie and TV show data for our app. We will also obtain an API key from TMDb that we will use to authenticate our requests. This clip is from the...
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Modern JavaScript from the Beginning - Second Edition - Multiple Promises with Async and Await
In this video, we will cover how to work with multiple Promises using async/await in JavaScript. We will explore techniques for parallel and sequential execution of Promises and cover how to use Promise.all() and Promise.race() to handle...
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Modern JavaScript from the Beginning - Second Edition - Random User Mini-Project
In this mini project, we will use the Fetch API to load data from the Random User API and display it in an HTML document. We will cover how to create a custom function for fetching data, how to handle errors and loading states, and how...
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Modern JavaScript from the Beginning - Second Edition - Handling Multiple Promises with promise.all()
In this video, you will learn how to use the Promise.all() method to handle multiple Promises at once. We will see how to wait for multiple Promises to resolve and how to handle errors if any of the Promises are rejected. This method can...
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Modern JavaScript from the Beginning - Second Edition - AJAX and XHR Object
In this video, you will learn about the Network tab in the Chrome DevTools. We will see how to inspect HTTP requests and responses and how to analyze network performance. This clip is from the chapter "Asynchronous JavaScript" of the...
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Modern JavaScript from the Beginning - Second Edition - Callbacks
In this video, you will learn about callbacks in JavaScript. we will see how to use callbacks to execute code after an asynchronous task is completed and how to handle errors and exceptions. This clip is from the chapter "Asynchronous...
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Modern JavaScript from the Beginning - Second Edition - Remove Items from Local Storage
In this video, you will learn how to remove items from local storage when they are removed from the shopping list. This clip is from the chapter "Shopping List Project" of the series "Modern JavaScript from the Beginning".In this...
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Modern JavaScript from the Beginning - Second Edition - Display Items from Local Storage
In this video, you will learn how to display the items from local storage in the shopping list. This clip is from the chapter "Shopping List Project" of the series "Modern JavaScript from the Beginning".In this section, we will build a...
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Modern JavaScript from the Beginning - Second Edition - Add Items to Local Storage
In this video, you will learn how to add items to the shopping list using local storage. This clip is from the chapter "Shopping List Project" of the series "Modern JavaScript from the Beginning".In this section, we will build a shopping...
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Modern JavaScript from the Beginning - Second Edition - Prevent Duplicate Items
In this video, you will learn how to prevent adding duplicate items to the shopping list. This clip is from the chapter "Shopping List Project" of the series "Modern JavaScript from the Beginning".In this section, we will build a...
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Modern JavaScript from the Beginning - Second Edition - DOM Selectors - Multiple Elements
This video covers the different ways to select multiple elements in the DOM using JavaScript. It covers the getElementsByTagName(), getElementsByClassName(), and querySelectorAll() methods. This clip is from the chapter "DOM...
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Modern JavaScript from the Beginning - Second Edition - Document Element Properties
This video covers the properties of the document object, which represents the entire HTML document. It explains how to access and manipulate properties such as the document title, URL, and body. This clip is from the chapter "DOM...
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Modern JavaScript from the Beginning - Second Edition - Array Method Challenges
In this video, we will put our knowledge of array methods to the test by tackling some coding challenges. This clip is from the chapter "Loops, Iteration, and High-Order Array Methods" of the series "Modern JavaScript from the...
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Modern JavaScript from the Beginning - Second Edition - Array.reduce Method
In this video, we will discuss the Array.reduce method, which allows us to reduce an array to a single value by applying a function to each element of the array. This clip is from the chapter "Loops, Iteration, and High-Order Array...
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Modern JavaScript from the Beginning - Second Edition - Array.map Method
In this video, we will explore the Array.map method, which allows us to create a new array by applying a function to each element of an existing array. This clip is from the chapter "Loops, Iteration, and High-Order Array Methods" of the...
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Modern JavaScript from the Beginning - Second Edition - Array.filter Method
In this video, we will explore the Array.filter method, which allows us to create a new array with only the elements that pass a certain test. This clip is from the chapter "Loops, Iteration, and High-Order Array Methods" of the series...