Data Science
Data Science application areas:
Data and Information
Data Science
Example
Data
Information
Raw Data and Information
Information for Further Processing
Differences between data and information
Knowledge
The Data - Information - Knowledge pyramid
Differences between information and knowledge
Data Science versus Business Intelligence
Business Intelligence
Differences between Data Science and Business Intelligence
Data Science and Artificial Intelligence
Artificial Intelligence (AI)
Corporate Digital Factory Department
Data Science Life Cycle
The most common types of data analysis
Problem Definition and Formulation
Problem definition and formulation
Data Collection
The most common data storage formats
Data Preparation and Cleaning
Data Cleaning
Exploratory Data Analysis
Exploratory data analysis
Data Visualization
Read the sentences and tick True or False.
Create a list of data and then convert the data into meaningful information. How does the computer convert data into information?
Mention three basic differences between Data Science and Artificial Intelligence. Justify your answers providing examples.
Contrast and compare Data Science and Business Intelligence. If you owned a trading company, in which of the two fields would you invest?
How effective is the convergence of Data Science and Artificial Intelligence? Search the internet and find two successful examples.
Explain what Data Science is and identify three applications in everyday life for health, business and entertainment. Why is Data Science so important for these applications?
Compare and contrast sets of unprocessed and processed data that describe the annual grades and performance of a student. What insights can you get from datasets like this? Can you predict th
Find more information on Saudi Aramco's "Corporate Digital Factory Department" and identify three examples of the use of AI in data mining. What do you think about its effect on their operati
Search on the internet for Data Science life cycle models that describe the key stages mentioned in this lesson in more detail. Select one of them, identify the additional stages and briefly
