Comparison of data science and data analysis

 

Data analysis and data science are related, but they are different.

Data analysis refers to examining, cleaning, transforming, and modeling data to discover useful information, suggesting conclusions, and support decision-making.

Data scientists, on the other hand, are experts in the field of data science and often have a combination of skills including statistical analysis, programming, data visualization, and machine learning.

Data scientists use data analysis to help solve complex business problems and drive decision-making. In simple words, Data Analysis is a subset of Data Science.