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1 change: 1 addition & 0 deletions .gitignore
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*.dbf
*.xlsx
*.pickle
*.dvi
*.shp
*.shx
*.png
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25 changes: 25 additions & 0 deletions _doc/articles/2025/2025-03-01-route2025.rst
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.. _l-feuille-route-2025:

==================================
2025-03-01 : feuille de route 2025
==================================

Séance 1 (31/1)
===============

* site web : `sdpython.github.io <https://sdpython.github.io/>`_
* :ref:`l-ml-rappel`
* programmation (python :epkg:`numpy`, :epkg:`pandas`, :epkg:`matplotlib`, :epkg:`jupyter`)
* :ref:`Tests unitaires <nbl-practice-py-base-tests_unitaires>`, package python
* `SQL <https://en.wikipedia.org/wiki/SQL>`_
* `CPU <https://en.wikipedia.org/wiki/Central_processing_unit>`_,
`CUDA <https://en.wikipedia.org/wiki/CUDA>`_
* machine learning, :epkg:`scikit-learn`, :epkg:`pytorch`
* `comparaison torch/scikit-learn <https://sdpython.github.io/doc/experimental-experiment/dev/auto_examples/plot_torch_linreg.html>`_
* :ref:`l-regclass`
* évaluation, :ref:`ROC <l-ml-plot-roc>`, :math:`R^2`
* ranking, clustering
* `ChatGPT <https://chat.openai.com/>`_,
`LLM <https://en.wikipedia.org/wiki/Large_language_model>`_,
(Large Language Model), SLLM (Small LLM)
* Coder avec un LLM en local.
6 changes: 6 additions & 0 deletions _doc/articles/index.rst
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Ou *blog*.

.. toctree::
:caption: 2025
:maxdepth: 1

2025/2025-03-01-route2025

.. toctree::
:caption: 2024
:maxdepth: 1
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5 changes: 4 additions & 1 deletion _doc/practice/exams.rst
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Expand Up @@ -3,7 +3,8 @@ Exercices minutés
=================

Ces exercices ont été proposés pour examens d'évaluation.
Il est recommandé de savoir les faire en moins de deux heures.
Il est recommandé de savoir les faire en moins de deux heures pour les premiers
et une heure et demie pour les derniers.

.. _l-examens-notes:

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* :download:`td_note_2023 <exams/td_note_2023.pdf>`
* :download:`td_note_2023-2024 <exams/td_note_2023-2024.pdf>`
* :download:`td_note_2023-2024_rattrapage <exams/td_note_2023-2024_rattrapage_sans_correction.pdf>`
* :download:`td_note_2024 <exams/td_note_2024.pdf>`

Corrections
+++++++++++
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exams/td_note_2023
exams/td_note_2023-2024
exams/td_note_2023-2024_rattrapage
exams/td_note_2024

Exercices courts
================
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