Curated Video
Financial Analysis - Build a ChatGPT Pairs Trading Bot - The Initial Prompt
In this video, we will create an initial prompt to engage with ChatGPT for pairs trading, including specific inputs, queries, or instructions to the language model for an interactive and iterative analysis process for effective pairs...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - How to Succeed in This Course (Long Version)
In this video, we will discuss practical tips and strategies on how to succeed in this course on financial analysis with ChatGPT using pairs trading strategies and how to optimize our learning experience effectively. This clip is from...
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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 - How to Code Yourself (Part 2)
Continuing from the previous video, we will dive deeper into Python coding concepts. This video will cover more advanced topics such as error handling, data manipulation, data visualization, and using common Python libraries such as...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Pairs Trading Test
In this video, we will conduct a pairs trading test to validate the performance and effectiveness of our strategy with ChatGPT into specific techniques and statistical tests to evaluate the performance of our pairs trading strategy with...
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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 - Return Computation Revisited (Code)
Here, we will revisit and refine the computation of returns in pairs trading using actual code, including modifying our trading code to improve the accuracy and reliability of our return calculations based on our trading strategy with...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Long-Only Strategy
Let's learn about the long-only pairs trading strategy, only taking long positions in pairs trading, and implementing and evaluating the performance using ChatGPT, to gain insights into the differences, advantages, and challenges of a...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - More Pairs
Here, we will explore additional techniques for identifying and selecting potential pairs for our pairs trading strategy with ChatGPT and how to use different data sources, timeframes, or criteria to expand our pairs, allowing us to...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Extending the Position (Code)
In this video, we will receive practical guidance on implementing the concept of extending the position in pairs trading using actual code, including step-by-step instructions on how to modify our trading code to extend positions based...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Extending the Position
In this lesson, we will explore extending the position in pairs trading, including how and when to extend or adjust positions based on market conditions and trade signals to maximize profits or manage risks in our pairs trading strategy...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Fixing the Spread
In this video, you will learn to address potential issues with the spread, a critical element in pairs trading, including identifying and correcting discrepancies, outliers, or anomalies in the spread calculation so that the spread used...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Strategy Performance Computation (Optional)
In this video, we will explore advanced techniques for computing and evaluating the performance of our pairs trading strategy, including risk-adjusted performance metrics, portfolio optimization, and other sophisticated methods for...
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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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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Correcting How We Measure Strategy Performance
Let's explore different performance metrics used to evaluate the effectiveness of our pairs trading strategies, such as risk-adjusted returns, drawdowns, and other relevant indicators, and learn to correctly measure and interpret these...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Correcting the Return Computation
In this video, we will accurately compute and correct the returns of the pairs trading strategy, including accounting for transaction costs, slippage, and other factors that may impact the performance of our strategy, ensuring that the...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Correcting the Z-Score Computation
In this video, we will examine the computation of the Z-Score, a critical statistical metric used in pairs trading. You will learn to correct potential inaccuracies/inconsistencies in the Z-Score calculation, ensuring that the...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Correcting the Trading Signal
In this lecture, we will correct the trading signal generated by ChatGPT for pairs trading, including interpreting and validating the signal, identifying potential errors or biases, and making necessary adjustments to ensure accurate and...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Where to Get the Code
In this lesson, we will access the necessary code and scripts used in the course, including repositories, websites, or other sources, ensuring that we have the appropriate resources to follow along with the course materials. This clip is...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - How to Succeed in This Course
In this video, we will receive valuable tips and strategies on making the most out of this course, including study techniques and skills and effective learning strategies, setting us up for successful learning through the course. This...
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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 - Outliers Removal
In the second part of the data cleaning process, we will look at an outlier in detail and learn how to correct or remove the outlier. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random...
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Machine Learning: Random Forest with Python from Scratch - Dealing with Missing Values
Let's look at the first step involved in the data cleaning process, which is filling or removing missing values from a dataset. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest...
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Machine Learning: Random Forest with Python from Scratch - Using Matplotlib for Data Visualization (2)
In this continuation lecture, we will focus on completing the assignment that we started on in the last lesson. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with Python from...