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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 textbook in this new area. As transportation planning has become increasingly data-driven, all graduate students and transport professionals urgently need to update their skills to include databases, machine learning, Bayesian statistics, geographic information system (GIS), and big data tools. Similarly, transport professionals including national and local government planners, transport consultants, and car company engineers are called upon to integrate these disparate areas with a specific focus on transportation issues, such as maps. The textbook also features a downloadable software package with all of the open source tools and libraries used in code examples throughout the book, including Python, Spyder, PostGIS, PyMC and GPy installations. As such, it offers a unique resource for graduate/advanced undergraduate students and instructors in transportation studies, urban and regional planning, engineering and geography, as well as transportation professionals.

Geography. --- Computers. --- Regional planning. --- Urban planning. --- Statistics. --- Transportation engineering. --- Traffic engineering. --- Regional economics. --- Spatial economics. --- Landscape/Regional and Urban Planning. --- Transportation Technology and Traffic Engineering. --- Statistics and Computing/Statistics Programs. --- Information Systems and Communication Service. --- Regional/Spatial Science. --- Spatial economics --- Economics --- Regional economics --- Regional planning --- Regionalism --- Space in economics --- Engineering, Traffic --- Road traffic --- Street traffic --- Traffic, City --- Traffic control --- Traffic regulation --- Urban traffic --- Highway engineering --- Transportation engineering --- Civil engineering --- Engineering --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Cities and towns --- City planning --- Civic planning --- Land use, Urban --- Model cities --- Redevelopment, Urban --- Slum clearance --- Town planning --- Urban design --- Urban development --- Urban planning --- Land use --- Planning --- Art, Municipal --- Civic improvement --- Urban policy --- Urban renewal --- Regional development --- State planning --- Human settlements --- Landscape protection --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic brains --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Machine theory --- Calculators --- Cyberspace --- Cosmography --- Earth sciences --- World history --- Government policy --- Management --- Traffic Engineering. --- Mathematical statistics. --- Information systems. --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Statistics .

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First Published in 1999. Routledge is an imprint of Taylor & Francis, an informa company.

Mind and body. --- Psychophysiology. --- Psychology. --- Behavioral sciences --- Mental philosophy --- Mind --- Science, Mental --- Human biology --- Philosophy --- Soul --- Mental health --- Behavioral physiology --- Physiological psychology --- Physiopsychology --- Psychology, Physiological --- Somatopsychics --- Physiology --- Psychobiology --- Mind and body --- Body and mind --- Body and soul (Philosophy) --- Human body --- Mind-body connection --- Mind-body relations --- Mind-cure --- Brain --- Dualism --- Philosophical anthropology --- Holistic medicine --- Mental healing --- Parousia (Philosophy) --- Phrenology --- Psychophysiology --- Self --- Psychological aspects

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Mathematical control systems

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French literature (outside France)