Table 4 Concepts related to data analysis
Concept | description |
|---|---|
Statistics | The study of data collection, analysis and interpretation with mathematics methods which may discover potential relations based on some hypothesis |
Machine learning | A kind of technique for understanding the law in the data as well as extracting useful information with the help of computers automatically instead of humanity |
Data mining | Computing data for discovering valuable information in large data sets with knowledge of statistics, machine learning and database system. |
Pattern recognition | A branch of machine learning that focuses on the regularities in data |
Deep learning | A branch of machine learning based on complex structure of neural networks |
Artificial intelligence | The study of intelligent systems and agents with the ability of learning from circumstances and solving problems |