Hostilla.pl IT glossary
What is data science?
Data science is the analysis of data, modeling and drawing conclusions from data using statistics, programming and machine learning. Simple scripts can run on hosting, but heavier calculations, lengthy processes and ML libraries usually require a VPS, dedicated server or compute environment.
Definition
Data science is the analysis of data, modeling and drawing conclusions from data using statistics, programming and machine learning. Simple scripts can run on hosting, but heavier calculations, lengthy processes and ML libraries usually require a VPS, dedicated server or compute environment.
What does it mean in practice?
For websites and CMS platforms, data science affects speed, reliability, recovery, updates and day-to-day operation.
A practical Hostilla.pl example
When maintaining a website, describe the expected result first and record the current configuration. data science can then be checked against application requirements, hosting limits, logs and a rollback plan.
What should you check?
- the account, domain and expected result
- software versions and required dependencies
- a current backup or reversible change plan
- logs and a repeatable verification after the change