HOG
AI Infrastructure
A graph showing the distribution of numerical data using rectangular bars of varying height.
Detailed Explanation
A histogram is a graphical representation used in AI infrastructure to visualize the distribution of numerical data. It displays data frequencies by dividing the range into intervals, or bins, and using rectangular bars where the height indicates the number of data points within each bin. Histograms help identify data patterns, variability, and skewness crucial for data analysis and preprocessing.
Use Cases
- •Analyzing data distribution to identify skewness and outliers before training a machine learning model.
Related Terms
Other terms in the AI Infrastructure category