Applied Data Science Capstone Quiz

What is the primary objective of a data science capstone project?

Which phase comes first in a typical data science project?

Which library is commonly used for data manipulation in Python?

What is the purpose of Exploratory Data Analysis (EDA)?

Which visualization is best for showing the distribution of a numerical variable?

What is a common method for handling missing values?

Which machine learning algorithm is used for classification?

What is the purpose of splitting data into training and test sets?

Which metric is commonly used for classification problems?

What does RMSE stand for?

Which tool is commonly used to create interactive notebooks?

What is feature engineering?

What is overfitting?

Which technique helps reduce overfitting?

What is the main goal of data visualization?

Which platform is commonly used to host data science project repositories?

What is the purpose of model evaluation?

In a capstone project, stakeholders are:

What is deployment in a data science project?

Which of the following is a key deliverable of a capstone project?