Data Science Resources : Différence entre versions
De Transport
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* Free books on data science http://www.learndatasci.com/free-data-science-books | * Free books on data science http://www.learndatasci.com/free-data-science-books | ||
| − | * Data science using Python https://github.com/jakevdp/PythonDataScienceHandbook (see [[Programming_Resources|Programming resources]]) | + | |
| + | =Code= | ||
| + | * Data science using Python https://github.com/jakevdp/PythonDataScienceHandbook (see [[Programming_Resources|Programming resources]] for Python and other languages) | ||
* [https://github.com/jupyter/jupyter/wiki/A-gallery-of-interesting-Jupyter-Notebooks Gallery of Jupyter Notebooks on programming, data science, etc.] | * [https://github.com/jupyter/jupyter/wiki/A-gallery-of-interesting-Jupyter-Notebooks 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/ | * 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/3.4/en/docs/gentle_gis_introduction/ | ||
| + | |||
| + | =Courses= | ||
| + | * MOOC by IVADO on deep learning https://cours.edulib.org/courses/course-v1:IVADO+IA-101+P2018/ | ||
Version du 1 octobre 2020 à 15:30
- Free books on data science http://www.learndatasci.com/free-data-science-books
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/3.4/en/docs/gentle_gis_introduction/
Courses
- MOOC by IVADO on deep learning https://cours.edulib.org/courses/course-v1:IVADO+IA-101+P2018/
