Quantitative Finance Algorithmic Trading & Data Science

Question 1

What is the primary advantage of algorithmic trading?

Accepted Answer

Faster execution and market efficiency

Answer

Eliminates all investment risk

Answer

Guarantees profitable trades

Answer

Removes the need for market analysis

Question 2

Which machine learning technique is commonly used for predicting stock prices?

Accepted Answer

Regression analysis

Answer

Clustering

Answer

Dimensionality reduction

Answer

Classification

Question 3

What is a key risk of high-frequency trading (HFT)?

Accepted Answer

Increased market volatility

Answer

Guaranteed higher returns

Answer

Reduced market efficiency

Answer

Slower trade execution

Question 4

Which programming language is widely used for data science in finance?

Accepted Answer

Python

Answer

Java

Answer

C++

Answer

HTML

Question 5

What is the main purpose of backtesting in algorithmic trading?

Accepted Answer

Evaluate trading strategy using historical data

Answer

Eliminate all trading risks

Answer

Predict future market crashes

Answer

Ensure all trades are profitable

Question 6

Which factor is most important in designing an algorithmic trading model?

Accepted Answer

High-quality data

Answer

Randomized data inputs

Answer

Ignoring market trends

Answer

Using outdated financial models