. "Image Processing And Analysis"@en . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Earth observation big data and analytics"@en . . "7.5" . "The main objective of the course is to introduce basic concepts and methods for the collection, management, analysis, visualization and dissemination of large-scale land observation data and geospatial products. The course is addressed to postgraduate students of NTUA's MSc courses who have already attended the compulsory courses of the 1st semester and have basic skills in programming languages such as Python, C, C++. Current scientific and technological challenges and solutions for harmonization, fusion and web-based processing of heterogeneous data and production of geospatial products will be described in detail. Upon completion of the course, the student will be able to implement geospatial databases, web-based applications for data search and visualization and geospatial products; design and implement individual automation in data and time series analysis; implement and integrate machine learning methods for information extraction; for applications such as precision agriculture, water quality assessment, automatic detection of changes in urban, natural and marine environments. Course Material\nData collection and automation of geospatial database import and update processes.\nFormats and representations of spectral spatio-temporal data and their characteristics.\nSystems and architectures for storage, management, analysis and delivery of large geospatial data and products in cloud computing systems.\nData visualisation and dimensionality reduction strategies.\nStatistical processing and analysis for data harmonization and merging.\nWeb-based processing and high-performance computing systems for land observation data.\nData and time series analysis for change, object and feature detection.\nBig data analysis using machine learning techniques with applications in precision agriculture, water quality assessment, automatic detection of changes in urban, natural and marine environments." . . "Presential"@en . "FALSE" . . "Master in Geoinformatics"@en . . "http://geoinformatics.ntua.gr/ https://www.survey.ntua.gr/en/postgrad/geoinformatics" . "90"^^ . "Presential"@en . "The Interdisciplinary PostGraduate Programme \"GeoInformatics\" is offered by NTUA since 1998, with the participation of: (a) School of Rural and Surveying Engineering, (b) School of Electrical and Computer Engineering, and (c) School of Mining and Metallurgical Engineering. The general coordination and support of the program as well as the awarding of the degree is undertaken by the School of Rural and Surveying Engineering. The Programme is addressed to NTUA graduates but also to those from other universities, having an interest in geospatial science and technology. It provides specialization in: (a) the collection, georeferencing, description, interpretation, and mapping of geospatial data of the physical, artificial and socio-economic environment, (b) spatial analysis and planning, and (c) the development of various geo-applications employing state-of-the-art methods and cutting-edge geospatial technologies. The duration of the Programme is three academic semesters. Awarding the Postgraduate Specialization Diploma (MSc) in Geoinformatics requires: (a) successful completion of 8 courses (4 core and 4 specialization courses), and (b) successful completion of a research thesis. The total number of credits (ECTS) corresponding to the acquisition of the Diploma is 90 (30 per semester). The number of annually enrolled students is about 30. The number of applicants varies between 70 and 120."@en . . . "1,5 years"@en . "TRUE" . . "Master"@en . "Thesis" . "no tuition, other costs may apply" . "Euro"@en . "1000.00" . "None" . "No Job Prospects Listed"@en . "2"^^ . "FALSE" . "Downstream"@en . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .