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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Returns, Log Returns, Cumulative Returns
Here, we will gain a comprehensive understanding of different returns used in pairs trading, including simple, log, and cumulative returns, and how these metrics are calculated and interpreted in the context of evaluating the performance...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - How to Use GitHub and Extra Coding Tips (Optional)
Here, learn to use GitHub, a popular version control system, effectively. This video will provide step-by-step instructions on creating repositories, committing changes, creating branches, merging code, and resolving conflicts using...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Suggestion Box
In this video, we will utilize the suggestion box to seek suggestions, feedback, or improvements on our trading approach, coding techniques, or other areas of our pairs trading strategy. This video provides techniques for utilizing...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Long-Only Strategy (Code)
In this video, we will implement a long-only pairs trading strategy using actual code, including step-by-step instructions on modifying our trading code to accommodate long-only positions based on our trading strategy with ChatGPT. This...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Benchmark Against Buy-and-Hold
Let's understand how to benchmark our pairs trading strategy against a buy-and-hold approach, a benchmark in trading and investing, and learn to interpret and analyze the performance of our pairs trading strategy relative to a...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Project Scope
In this video, we will explore the course scope covered, including the key concepts, techniques, and tools utilized to complete the learning process, giving a clear roadmap for learning about using ChatGPT in financial analysis with...
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Machine Learning: Random Forest with Python from Scratch - Recap, Flow of Machine Learning Project
This video is a quick recap of what we have learned thus far, and we will also be working on a project called the Flow of Machine Learning. This clip is from the chapter "Introduction to Machine Learning" of the series "Machine Learning:...
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Machine Learning: Random Forest with Python from Scratch - Clustering
In this lesson, you will learn about an unsupervised branch of learning called clustering, which involves grouping elements with no labels to classify them. This clip is from the chapter "Introduction to Machine Learning" of the series...
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Machine Learning: Random Forest with Python from Scratch - Classification versus Regression
Let's learn about the three modes of machine learning: classification, regression, and clustering. This clip is from the chapter "Introduction to Machine Learning" of the series "Machine Learning: Random Forest with Python from...
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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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Modern JavaScript from the Beginning - Second Edition - Grouping Tests Together
In this video, you will learn how to group tests together using Jest. We will organize our tests into test suites and describe blocks, making our test code more readable and easier to maintain. This clip is from the chapter "Unit Testing...
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Modern JavaScript from the Beginning - Second Edition - Introduction and What Are Algorithms?
In this video, we will introduce the concept of algorithms and why they are important in programming. We will discuss what an algorithm is, the different types of algorithms, and why it's crucial to have good algorithms in software...
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JavaScript Mastery from Zero to Hero - Prepare for Coding Interviews - Solution I - Anagrams Problem in JavaScript
In this video, we will discuss the solution to the exercise on the anagrams problem in JavaScript from the previous video. This clip is from the chapter "Algorithms - Basics and Fundamentals to Intermediate" of the series "JavaScript...
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JavaScript Mastery from Zero to Hero - Prepare for Coding Interviews - Exercise - Star Power with RegEx in JavaScript
This is an exercise video on star power with RegEx in JavaScript. This clip is from the chapter "Algorithms and Data Structures - Intermediate to Advanced" of the series "JavaScript Mastery from Zero to Hero - Prepare for Coding...
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The Complete Solidity Course - Zero to Advanced for Blockchain and Smart Contracts - What Are Cryptographic Functions
In this video, we will be discussing cryptographic functions in Solidity. Cryptographic functions play a critical role in securing smart contracts and ensuring that data transmitted over the blockchain is kept private and tamper-proof....
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Data Science Model Deployments and Cloud Computing on GCP - Overview - New Use Case
In this video, we will explore a new use case for machine learning. The new used case is for fraud detection. You will see if the transaction is fraudulent or not. This clip is from the chapter "Data Science Models with Google App...
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The Ultimate ChatGPT Guide with React Native - Develop Mobile Apps - Initialize Instagram Comments with React Native
This video covers the process of initializing comments feature for an Instagram clone app built with React Native. It starts by discussing the basic data structure for comments and how it can be stored in the app's state. Then, it...
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Learn Java from Scratch - A Beginner's Guide - Step 05 - Java Modularization - 02 - Splitting Service and Consumer into JARs
In this video, we will continue with our discussion of modularization and work on setting up the problem.
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Learn Java from Scratch - A Beginner's Guide - Step 04 - Java Modularization - 01 - Building Service and Consumer
In this video, we will build a simple application with modularization.
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Learn Java from Scratch - A Beginner's Guide - Step 14 - Java Abstract Class - First Example - Creating Recipes with Template M
In this video, we will see the first example of the Java abstract class—creating recipes with template M.
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Introduction to FinTech Using R - How to Time Stock Market, a Qualitative Discussion
This video picks from where we left off in stock market timing. We discuss some soft threshold and extend the market timing concept to a generalized framework. This clip is from the chapter "Stock Market Timing" of the series...
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Learn Java from Scratch - A Beginner's Guide - Step 03 - Primary and Qualifier - Which Spring Annotation Should You Use?
In this video, you will learn when to use primary and qualifier annotations and how to choose between them.
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Introduction to FinTech Using R - The Last Bow
In this video, we are going to talk about how to build a web-based application so that we can come up with a software platform for clients to use. We are going to use R Shiny, which has a front-end and back-end. The front-end is coded...
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Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Error Metric Computation
In this video, we will look at some of the metrics used to measure a recommender system's quality.