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fix all SSP Cloud launcher links
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‎README.md

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# Python pour data-scientists et économistes :snake:
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[![build-doc Actions Status](https://github.com/linogaliana/python-datascientist/actions/workflows/prod.yml/badge.svg)](https://github.com/linogaliana/python-datascientist/actions)
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[![Onyxia](https://img.shields.io/badge/SSPcloud-Tester%20via%20SSP--cloud-informational&color=yellow?logo=Python)](https://datalab.sspcloud.fr/launcher/inseefrlab-helm-charts-datascience/jupyter?onyxia.friendlyName=%C2%ABpython-datascientist%C2%BB&resources.requests.memory=%C2%AB4Gi%C2%BB)
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[![Onyxia](https://img.shields.io/badge/SSPcloud-Tester%20via%20SSP--cloud-informational&color=yellow?logo=Python)](https://datalab.sspcloud.fr/launcher/ide/jupyter?onyxia.friendlyName=%C2%ABpython-datascientist%C2%BB&resources.requests.memory=%C2%AB4Gi%C2%BB)
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[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](http://colab.research.google.com/github/linogaliana/python-datascientist/blob/pandas_intro/static/notebooks/numpy.ipynb)
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[![Binder](https://img.shields.io/badge/Launch-Binder-E66581.svg?logo=data:image/png;base64,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)](https://mybinder.org/v2/gh/linogaliana/python-datascientist/master)
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[![Download](https://img.shields.io/badge/Download-Notebook-important?logo=Jupyter)](https://downgit.github.io/#/home?url=https://github.com/linogaliana/python-datascientist/blob/master/notebooks/course)
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<p><a href="https://github.com/linogaliana/python-datascientist/blob/master/notebooks/course/manipulation/01_numpy.ipynb" class="github"><i class="fab fa-github"></i></a>
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<a href="https://downgit.github.io/#/home?url=https://github.com/linogaliana/python-datascientist/blob/master/notebooks/course/manipulation/01_numpy.ipynb" target="_blank" rel="noopener"><img src="https://img.shields.io/badge/Download-Notebook-important?logo=Jupyter.png" alt="Download"></a>
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<a href="https://nbviewer.jupyter.org/github/linogaliana/python-datascientist/blob/master/notebooks/course/manipulation/01_numpy.ipynb" target="_blank" rel="noopener"><img src="https://img.shields.io/badge/Visualize-nbviewer-blue?logo=Jupyter.png" alt="nbviewer"></a>
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<a href="https://datalab.sspcloud.fr/launcher/inseefrlab-helm-charts-datascience/jupyter?autoLaunch=true&amp;onyxia.friendlyName=%C2%ABpython-datascience%C2%BB&amp;init.personalInit=%C2%ABhttps%3A%2F%2Fraw.githubusercontent.com%2Flinogaliana%2Fpython-datascientist%2Fmaster%2Fsspcloud%2Finit-jupyter.sh%C2%BB&amp;init.personalInitArgs=%C2%ABnotebooks/course/manipulation%2001_numpy.ipynb%C2%BB&amp;security.allowlist.enabled=false" target="_blank" rel="noopener"><img src="https://img.shields.io/badge/SSPcloud-Tester%20via%20SSP--cloud-informational&amp;color=yellow?logo=Python.png" alt="Onyxia"></a><br>
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<a href="https://datalab.sspcloud.fr/launcher/ide/jupyter?autoLaunch=true&amp;onyxia.friendlyName=%C2%ABpython-datascience%C2%BB&amp;init.personalInit=%C2%ABhttps%3A%2F%2Fraw.githubusercontent.com%2Flinogaliana%2Fpython-datascientist%2Fmaster%2Fsspcloud%2Finit-jupyter.sh%C2%BB&amp;init.personalInitArgs=%C2%ABmanipulation%2001_numpy%C2%BB&amp;security.allowlist.enabled=false" target="_blank" rel="noopener"><img src="https://img.shields.io/badge/SSPcloud-Tester%20via%20SSP--cloud-informational&amp;color=yellow?logo=Python.png" alt="Onyxia"></a><br>
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<a href="https://mybinder.org/v2/gh/linogaliana/python-datascientist/master?filepath=notebooks/course/manipulation/01_numpy.ipynb" target="_blank" rel="noopener"><img src="https://img.shields.io/badge/Launch-Binder-E66581.svg?logo=data:image/png;base64,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.png" alt="Binder"></a>
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<a href="http://colab.research.google.com/github/linogaliana/python-datascientist/blob/master/notebooks/course/manipulation/01_numpy.ipynb" target="_blank" rel="noopener"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a>
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<a href="https://github.dev/linogaliana/python-datascientist/notebooks/course/manipulation/01_numpy.ipynb" target="_blank" rel="noopener"><img src="https://img.shields.io/static/v1?logo=visualstudiocode&amp;label=&amp;message=Open%20in%20Visual%20Studio%20Code&amp;labelColor=2c2c32&amp;color=007acc&amp;logoColor=007acc.png" alt="githubdev"></a></p>

‎content/course/getting-started/01_installation/index.qmd

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lancer une instance `Jupyter` à distance (analogue à celle que vous pouvez
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lancer en local en utilisant `Anaconda`) ont émergé. Parmi celles-ci :
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* __Le SSP Cloud__ [![Onyxia](https://img.shields.io/badge/SSPcloud-Tester%20via%20SSP--cloud-informational&color=yellow?logo=Python)](https://datalab.sspcloud.fr/launcher/inseefrlab-helm-charts-datascience/jupyter?onyxia.friendlyName=«python-datascientist»&resources.requests.memory=«4Gi»&security.allowlist.enabled=false&init.personalInit=«https://raw.githubusercontent.com/linogaliana/python-datascientist/master/init_onyxia.sh») plateforme développée par l'Insee qui fournit des environnements bac à sable basés sur des technologie de conteneurisation
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* __Le SSP Cloud__ [![Onyxia](https://img.shields.io/badge/SSPcloud-Tester%20via%20SSP--cloud-informational&color=yellow?logo=Python)](https://datalab.sspcloud.fr/launcher/ide/jupyter?autoLaunch=true&onyxia.friendlyName=«python-datascientist»&resources.requests.memory=«4Gi»&security.allowlist.enabled=false) plateforme développée par l'Insee qui fournit des environnements bac à sable basés sur des technologie de conteneurisation
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* __Google collaboratory__
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[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](http://colab.research.google.com/github/linogaliana/python-datascientist/blob/master)
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;
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{{% /box %}}
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## SSP-Cloud [![Onyxia](https://img.shields.io/badge/SSPcloud-Tester%20via%20SSP--cloud-informational&color=yellow?logo=Python)](https://datalab.sspcloud.fr/launcher/inseefrlab-helm-charts-datascience/jupyter?onyxia.friendlyName=«python-datascientist»&resources.requests.memory=«4Gi»&security.allowlist.enabled=false&init.personalInit=«https://raw.githubusercontent.com/linogaliana/python-datascientist/master/init_onyxia.sh»)
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## SSP-Cloud [![Onyxia](https://img.shields.io/badge/SSPcloud-Tester%20via%20SSP--cloud-informational&color=yellow?logo=Python)](https://datalab.sspcloud.fr/launcher/ide/jupyter?autoLaunch=true&onyxia.friendlyName=«python-datascientist»&resources.requests.memory=«4Gi»&security.allowlist.enabled=false)
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`Onyxia`, l'autre petit nom du SSP-Cloud,
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est une plateforme libre service mutualisée de traitement

‎content/course/git/exogit/index.qmd

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SSPCloud où une extension
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`Git` est pré-installée:
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[![Onyxia](https://img.shields.io/badge/SSPcloud-Tester%20via%20SSP--cloud-informational&color=yellow?logo=Python)](https://datalab.sspcloud.fr/launcher/inseefrlab-helm-charts-datascience/jupyter?onyxia.friendlyName=«python-datascientist»&resources.requests.memory=«4Gi»&security.allowlist.enabled=false&init.personalInit=«https://raw.githubusercontent.com/linogaliana/python-datascientist/master/init_onyxia.sh»)
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[![Onyxia](https://img.shields.io/badge/SSPcloud-Tester%20via%20SSP--cloud-informational&color=yellow?logo=Python)](https://datalab.sspcloud.fr/launcher/ide/jupyter?autoLaunch=true&onyxia.friendlyName=«python-datascientist»&resources.requests.memory=«4Gi»&security.allowlist.enabled=false)
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Outre le [chapitre précédent](#introgit), il existe de
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nombreuses ressources sur internet sur le sujet, notamment

‎content/course/manipulation/02a_pandas_tutorial/index.qmd

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désire obtenir une idée de la part de valeurs manquantes dans un jeu de
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données
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[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/linogaliana/python-datascientist/master)
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[![Onyxia](https://img.shields.io/badge/SSPcloud-Tester%20via%20SSP--cloud-informational&color=yellow?logo=Python)](https://datalab.sspcloud.fr/launcher/inseefrlab-helm-charts-datascience/jupyter?onyxia.friendlyName=%C2%ABpython-datascientist%C2%BB&resources.requests.memory=%C2%AB4Gi%C2%BB)
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[![Onyxia](https://img.shields.io/badge/SSPcloud-Tester%20via%20SSP--cloud-informational&color=yellow?logo=Python)](https://datalab.sspcloud.fr/launcher/ide/jupyter?onyxia.friendlyName=%C2%ABpython-datascientist%C2%BB&resources.requests.memory=%C2%AB4Gi%C2%BB)
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[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](http://colab.research.google.com/github/linogaliana/python-datascientist/blob/pandas_intro/static/notebooks/numpy.ipynb)
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([ou depuis github](https://github.com/linogaliana/python-datascientist/blob/master/content/01_data/02_pandas_tp.ipynb))
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‎content/slides/intro/index.Rmd

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[![nbviewer](https://img.shields.io/badge/Visualize-nbviewer-blue?logo=Jupyter)](https://nbviewer.jupyter.org/github/linogaliana/python-datascientist/blob/master/C:/Users/W3CRK9/Documents/FORMATIONS/python-datascientist/notebooks/course/manipulation/01_numpy.ipynb)
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* Possibilité de les tester sur des environnements temporaires d'exécution
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[![Onyxia](https://img.shields.io/badge/SSPcloud-Tester%20via%20SSP--cloud-informational&color=yellow?logo=Python)](https://datalab.sspcloud.fr/launcher/inseefrlab-helm-charts-datascience/jupyter?onyxia.friendlyName=%C2%ABpython-datascientist%C2%BB&resources.requests.memory=%C2%AB4Gi%C2%BB)
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[![Onyxia](https://img.shields.io/badge/SSPcloud-Tester%20via%20SSP--cloud-informational&color=yellow?logo=Python)](https://datalab.sspcloud.fr/launcher/ide/jupyter?onyxia.friendlyName=%C2%ABpython-datascientist%C2%BB&resources.requests.memory=%C2%AB4Gi%C2%BB)
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[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](http://colab.research.google.com/github/linogaliana/python-datascientist/blob/pandas_intro/static/notebooks/numpy.ipynb)
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‎utils.py

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nbviewer_link = f'<a href="{nbviewer_link}" target="_blank" rel="noopener">'\
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'<img src="https://img.shields.io/badge/Visualize-nbviewer-blue?logo=Jupyter" alt="nbviewer"></a>'
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onyxia_link_launcher = "https://datalab.sspcloud.fr/launcher/inseefrlab-helm-charts-datascience/jupyter"\
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onyxia_link_launcher = "https://datalab.sspcloud.fr/launcher/ide/jupyter"\
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"?autoLaunch=true&onyxia.friendlyName=%C2%ABpython-datascience%C2%BB"\
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"&init.personalInit=%C2%ABhttps%3A%2F%2Fraw.githubusercontent.com%2Flinogaliana%2Fpython-datascientist%2Fmaster%2Fsspcloud%2Finit-jupyter.sh%C2%BB"\
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f"&init.personalInitArgs=%C2%AB{section}/{chapter}%C2%BB&security.allowlist.enabled=false"

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