An Introductory Information and Use Case for Utilized Information Science
Making use of knowledge science strategies and fashions to a enterprise use case represents the final word objective of most knowledge science work. However crossing the hole between knowledge science concept and software is difficult, requiring the information scientist to know a enterprise area, distinctive knowledge related to that area, and the wants and necessities of a buyer.
This text offers an method to making use of knowledge science strategies, similar to machine studying, to a notional enterprise use case. Observe this text to discover ways to:
- Obtain a Enterprise Situation and Information.
- Conduct Information Exploration.
- Apply a Machine Studying Classification Mannequin.
- Make Predictions and Suggestions Primarily based on the Mannequin.
The Situation:
You’re employed for an automotive firm as a knowledge scientist. The corporate has a repute for making sporty and fast vehicles, and is growing a brand new automotive for the 1983 mannequin 12 months. The design group has a number of new drivetrain configurations to select from, every of which has implications for efficiency and gasoline economic system.