Data Science for Transport A Self-Study Guide with Computer Exercises / by Charles Fox.
This book offers a unique introduction to the application of data science for transport professionals and students of transport studies. Based on a course taught by the Leeds Institute for Transport Studies, the world’s leading center for training transport professionals, it represents the first tex...
Springer International Publishing : Imprint: Springer,
|Edition:||1st ed. 2018.|
|Series:||Springer Textbooks in Earth Sciences, Geography and Environment,
Springer eBook Collection.
|Online Access:||Click to view e-book|
|Holy Cross Note:||Loaded electronically.|
Electronic access restricted to members of the Holy Cross Community.
- Preface/ Foreword (professional public transport analyst
- What is Data Science?
- Introduction to Python programming
- Database Design
- Data Munging
- Spatial Data
- Bayesian Interference
- Discriminative Classification
- Spatial Analysis
- Data Visualisation
- Database Scaling
- Professional Issues