-
Notifications
You must be signed in to change notification settings - Fork 0
Data Science
Emanuel Huber edited this page Feb 3, 2020
·
2 revisions
Automated, reproducible workflow
- extract data from files, databases or web content
- reshape and reformat the data
- clean the data and imput missing values
- space-time statistical analysis of dataset
- trends, patterns, and relationship identifications
- regression and predictions for forecasting future values,
- classification to identify, and clustering to group values.
- sensititivty analysis and uncertainty quantification
- Data report in various format
- Data interpretation to answer the business questions
- high quality figures
- dynamic data visualisation for the web
- Dashboards
https://towardsdatascience.com/5-steps-of-a-data-science-project-lifecycle-26c50372b492