Podcast
Questions and Answers
What is the primary goal of data preprocessing?
What is the primary goal of data preprocessing?
- To complicate the dataset
- To prepare raw data for further analysis (correct)
- To reduce the size of the dataset
- To make the dataset more comprehensive
Which of the following is a common data preprocessing task?
Which of the following is a common data preprocessing task?
- Data storage
- Data cleaning (correct)
- Data mining
- Data visualization
What does data transformation typically involve?
What does data transformation typically involve?
- Converting data from one format or structure into another (correct)
- Compressing the size of the dataset
- Changing the programming language of the data
- Deleting irrelevant data points
Why is feature scaling important in data preprocessing?
Why is feature scaling important in data preprocessing?
What is the purpose of data cleaning?
What is the purpose of data cleaning?
Which of the following is a basic method of handling missing data?
Which of the following is a basic method of handling missing data?
What is the goal of data integration?
What is the goal of data integration?
What is the term for selecting a subset of relevant features from a dataset?
What is the term for selecting a subset of relevant features from a dataset?
Which of the following is NOT a benefit of data preprocessing?
Which of the following is NOT a benefit of data preprocessing?
Flashcards
Data Preprocessing Goal?
Data Preprocessing Goal?
Prepare raw data for further analysis
What is Data Cleaning?
What is Data Cleaning?
Correcting inconsistencies and handling missing values
Data Transformation?
Data Transformation?
Converting data into a suitable format or structure
Purpose of Data Cleaning?
Purpose of Data Cleaning?
Signup and view all the flashcards
Handle Missing Data?
Handle Missing Data?
Signup and view all the flashcards
Data Integration?
Data Integration?
Signup and view all the flashcards
Feature Selection?
Feature Selection?
Signup and view all the flashcards
Data Transformation?
Data Transformation?
Signup and view all the flashcards
Data Preprocessing?
Data Preprocessing?
Signup and view all the flashcards
