Financial Analysis - Build a ChatGPT Pairs Trading Bot - Pairs Trading Intuition

Financial Analysis - Build a ChatGPT Pairs Trading Bot - Pairs Trading Intuition

Assessment

Interactive Video

Computers

11th Grade - University

Hard

Created by

Quizizz Content

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The video tutorial explores the use of ChatGPT to generate a pairs trading algorithm in Python. It highlights the importance of understanding and analyzing code, identifying mistakes, and correcting them. The tutorial covers key concepts such as Z-scores, spread, Bollinger Bands, and trading signals. It also discusses the calculation of portfolio returns and common errors in code. The instructor emphasizes the need for critical thinking and understanding the limitations of AI-generated code.

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10 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the initial prompt used to generate the pairs trading algorithm?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the two assets mentioned in the context of loading data?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain the significance of the Z score in the pairs trading algorithm.

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

What mistake does the algorithm make regarding the calculation of the mean and standard deviation?

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the concept of Bollinger Bands as used in the algorithm.

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

How does the algorithm determine when to set long and short signals?

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the error in the way portfolio returns are computed in the algorithm?

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