In data preprocessing, what is the purpose of data scaling or normalization?
A. To increase data complexity
B. To standardize data
C. To remove outliers
D. To create new features
Answer: Option B
This Question Belongs to Data Science >> Data Collection And Preprocessing
Related Questions on Data Collection and Preprocessing
What is the process of gathering data from various sources and storing it for analysis known as?
A. Data Wrangling
B. Data Collection
C. Data Visualization
D. Data Aggregation
Which of the following is NOT a common source of data for data collection in Data Science?
A. Social Media
B. Sensor Data
C. Print Media
D. Customer Surveys
A. Data Integration
B. Data Transformation
C. Data Aggregation
D. Raw Data Collection
A. CSV
B. JSON
C. XML
D. Unstructured Text Data
Join The Discussion