blog

Author: xadupre

_doc/articles/2025/2024-03-01-route2024.rst

@@ -0,0 +1,25 @@
+.. _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.

_doc/articles/index.rst

@@ -5,6 +5,12 @@ Collections d'articles périssables
 
 Ou *blog*.
 
+.. toctree::
+    :caption: 2025
+    :maxdepth: 1
+
+    2025/2025-03-01-route2025
+
 .. toctree::
     :caption: 2024
     :maxdepth: 1