Data Science vs Statistics Quiz

What is the main difference between data science and statistics?

• Data science is used in marketing strategies, while statistics is used in computer programming.

• Data science is a branch of mathematics, while statistics is an applied subset of mathematics.

• Data science uses Python, R, SAS, and Tableau, while statistics uses SPSS and MATLAB.

• Data science involves analyzing large amounts of data, while statistics focuses on making predictions about a population.

What is the process of data science compared to statistics?

• Data science uses surveys and questionnaires to collect data, while statistics uses Python and Tableau.

• Data science involves collecting, cleaning, analyzing, and visualizing data, while statistics involves collecting, analyzing, and testing data for significance.

• Data science starts with designing an analysis plan, while statistics starts with interpreting data from experiments.

• Data science focuses on creating hypotheses, while statistics focuses on creating AI bots.

What type of data do statisticians usually use?

• Nominal and ordinal data

• Artificial intelligence data

• Categorical and numerical data

• Interval and ratio data

Which tool is commonly used by data scientists for machine learning and AI applications?

• Tableau

• MATLAB

• SPSS

• Python

What is the backbone of many industries, including the scientific community, business, and government?

• Computer programming

• Data visualization

• Data cleaning

• Statistics

What is the first step in the data science process?

• Collecting data from various sources

• Visualizing the data

• Analyzing and interpreting the data

• Cleaning the data

Which application for data science involves creating AI bots and analyzing search history?

• Computer programming

• Marketing strategies

• Designing new products

• Interpreting data from experiments

What is the study of numerical or quantitative data to make predictions or draw conclusions about a population?

• Artificial intelligence

• Computer programming

• Data science

• Statistics

Which tool is commonly used by statisticians for analyzing data?

• Tableau

• SPSS

• Python

• SAS

What is the process of analyzing data to uncover patterns and trends in data sets?

• Data cleaning

• Statistics

• Data science

• Data visualization