Data Science Resources : Différence entre versions
De Transport
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* Introduction to Geospatial Concepts https://datacarpentry.org/organization-geospatial/ | * Introduction to Geospatial Concepts https://datacarpentry.org/organization-geospatial/ | ||
* A Gentle Introduction to GIS https://docs.qgis.org/3.10/en/docs/gentle_gis_introduction/ | * A Gentle Introduction to GIS https://docs.qgis.org/3.10/en/docs/gentle_gis_introduction/ | ||
| − | + | * QGIS how-to: [https://www.qgistutorials.com/en/docs/3/creating_heatmaps.html heatmaps], [https://www.giscourse.com/how-to-add-openstreetmap-basemaps-in-qgis-3-0/|add OSM layer] | |
| + | * French books from EPFL: Systèmes d'Information Géographique [https://www.researchgate.net/publication/320979981_Systemes_d%27Information_Geographique_1 Partie 1] et [https://www.researchgate.net/publication/320980079_Systemes_d%27Information_Geographique_2 Partie 2] | ||
=Courses= | =Courses= | ||
* MOOC by IVADO on deep learning https://cours.edulib.org/courses/course-v1:IVADO+IA-101+P2018/ | * MOOC by IVADO on deep learning https://cours.edulib.org/courses/course-v1:IVADO+IA-101+P2018/ | ||
Version du 6 octobre 2020 à 16:17
- Free books on data science http://www.learndatasci.com/free-data-science-books
Sommaire
Code
- Data science using Python https://github.com/jakevdp/PythonDataScienceHandbook (see Programming resources for Python and other languages)
- Gallery of Jupyter Notebooks on programming, data science, etc.
- Examples and tutorials (Jupyter notebooks) for the transportation data management course CIV8760 (in French) https://github.com/nsaunier/CIV8760/
Spatial Data
- Introduction to Geospatial Concepts https://datacarpentry.org/organization-geospatial/
- A Gentle Introduction to GIS https://docs.qgis.org/3.10/en/docs/gentle_gis_introduction/
- QGIS how-to: heatmaps, OSM layer
- French books from EPFL: Systèmes d'Information Géographique Partie 1 et Partie 2
Courses
- MOOC by IVADO on deep learning https://cours.edulib.org/courses/course-v1:IVADO+IA-101+P2018/
