ML Python and Econometrics
Which Python library is commonly used for statistical modelling?
It provides tools for regression, time-series analysis, and statistical testing.
What is the minimum number of defenders required to play an attacker offside?
2
Which hormone is often associated with stress?
Cortisol
It helps the body respond to stressful situations.
Which makeup product adds warmth to the face?
Bronzer
What technique evaluates a model across several train-test splits?
Cross-validation
What is it called when a player scores three goals in one match?
Hat-trick
What term describes a persistent irrational fear?
Phobia
Which product is applied before foundation to create a smoother base?
Primer
In NumPy, what does vectorization mainly replace?
Loops
Which formation uses four defenders, three midfielders and three attackers?
4-3-3
How would you describe projection (bias)?
It places unwanted feelings onto another person. It’s a defence mechanism involves attributing your own feelings to someone else
Which skincare ingredient attracts water and helps hydrate the skin?
Hyaluronic acid
Which method reduces overfitting by penalizing large regression coefficients?
Ridge
What rule penalizes an attacker for being beyond the second-last defender when receiving the ball?
Offside
It prevents attackers from waiting too close to the opponent’s goal.
What bias makes people seek information that supports existing beliefs?
Confirmation (bias)
It makes people favour evidence that agrees with their existing views.
Which ingredient exfoliates inside pores and is commonly used for acne?
Salicylic acid
What problem occurs when an explanatory variable is correlated with the error term?
Endogeneity
What metric estimates the probability that a shot will result in a goal?
xG
Expected goals assigns each shot a scoring probability based on factors such as location and angle.
What type of memory briefly stores visual information?
Iconic
Iconic memory holds visual input for a fraction of a second.
Which brand is best known for its “Lip Sleeping Mask”?
Laneige