Which of the following is a common technique used to handle imbalanced datasets in classification problems?
A. Upsampling
B. Downsampling
C. Feature Engineering
D. Data Wrangling
Answer: Option A
This Question Belongs to Data Science >> Introduction To Data Science
Related Questions on Introduction to Data Science
What is the primary goal of Data Science?
A. Data Visualization
B. Data Cleaning
C. Predictive Analytics
D. Extracting Data from APIs
Which programming language is commonly used for Data Science tasks?
A. Java
B. Python
C. C++
D. JavaScript
Which step in the Data Science process involves understanding and preparing the data for analysis?
A. Data Collection
B. Data Visualization
C. Data Cleaning
D. Model Building
What is the term for a data point that falls far from the rest of the data in a dataset?
A. Outlier
B. Median
C. Mean
D. Variance
Join The Discussion