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add article ML - Hugo DURAND #777

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HugoDurand
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@ElevenWilson
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18 words might be misspelled, please check them: Aurélien, Brunton, clusterisation, coeff, couterait, DURAND, Guéron, HugoDurand, influée, labellisée, lang, login, Ng, Regréssion, RMSE, Scikit, tâton, TensorFlow

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Images automagically compressed by Calibre's image-actions

Compression reduced images by 54.1%, saving 114.50 KB.

Filename Before After Improvement Visual comparison
assets/2020-09-23-initiation_ML_regression_lineaire/graphique-donnees.png 28.82 KB 12.63 KB -56.2% View diff
assets/2020-09-23-initiation_ML_regression_lineaire/graphique-f-lineaire-2.png 30.91 KB 14.68 KB -52.5% View diff
assets/2020-09-23-initiation_ML_regression_lineaire/graphique-lineaire.png 31.24 KB 14.88 KB -52.4% View diff
assets/2020-09-23-initiation_ML_regression_lineaire/graphique-prediction.png 33.29 KB 16.50 KB -50.4% View diff
assets/2020-09-23-initiation_ML_regression_lineaire/graphique-target-minimum.png 65.01 KB 29.86 KB -54.1% View diff
assets/2020-09-23-initiation_ML_regression_lineaire/graphique-vide.png 22.53 KB 8.75 KB -61.2% View diff

922 images did not require optimisation.

@ElevenWilson
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18 words might be misspelled, please check them: Aurélien, Brunton, clusterisation, coeff, couterait, DURAND, Guéron, HugoDurand, influée, labellisée, lang, login, Ng, Regréssion, RMSE, Scikit, tâton, TensorFlow

@ElevenWilson ElevenWilson temporarily deployed to feat/add-article-initiation_ML_regression_lineaire September 28, 2020 13:40 Inactive
@ElevenWilson ElevenWilson temporarily deployed to feat/add-article-initiation_ML_regression_lineaire September 28, 2020 13:43 Inactive
@ElevenWilson
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18 words might be misspelled, please check them: Aurélien, Brunton, clusterisation, coeff, couterait, DURAND, Guéron, HugoDurand, influée, labellisée, lang, login, Ng, Regréssion, RMSE, Scikit, tâton, TensorFlow

@ElevenWilson
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18 words might be misspelled, please check them: Aurélien, Brunton, clusterisation, coeff, couterait, DURAND, Guéron, HugoDurand, influée, labellisée, lang, login, Ng, Regréssion, RMSE, Scikit, tâton, TensorFlow

@ElevenWilson ElevenWilson temporarily deployed to feat/add-article-initiation_ML_regression_lineaire October 8, 2020 12:49 Inactive
@ElevenWilson ElevenWilson temporarily deployed to feat/add-article-initiation_ML_regression_lineaire October 8, 2020 12:54 Inactive
@ElevenWilson
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27 words might be misspelled, please check them: Aurélien, baseurl, Brunton, clusterisation, coef, COEF, coeff, couterait, donnees, DONNEES, DURAND, Guéron, HugoDurand, influée, labellisée, lang, lineaire, LINEAIRE, login, Ng, png, Regréssion, rmse, RMSE, Scikit, tâton, TensorFlow

@ElevenWilson ElevenWilson temporarily deployed to feat/add-article-initiation_ML_regression_lineaire October 9, 2020 15:26 Inactive
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25 words might be misspelled, please check them: Aurélien, baseurl, Brunton, clusterisation, coef, COEF, coeff, couterait, donnees, DURAND, Guéron, HugoDurand, influée, labellisée, lang, lineaire, login, Ng, png, Regréssion, rmse, RMSE, Scikit, tâton, TensorFlow

@ElevenWilson ElevenWilson temporarily deployed to feat/add-article-initiation_ML_regression_lineaire October 12, 2020 08:41 Inactive
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24 words might be misspelled, please check them: Aurélien, baseurl, Brunton, clusterisation, coef, COEF, coeff, couterait, donnees, DURAND, Guéron, HugoDurand, influée, labellisée, lang, lineaire, login, Ng, png, rmse, RMSE, Scikit, tâton, TensorFlow


Si nous reprenons le calcul de notre prédiction avec notre nouveau paramètre, un appartement de **40m2** devrait coûter **240K** **€ :**

![]({{ site.baseurl }}/assets/2020-09-23-initiation_ML_regression_lineaire/calcul-prediction-new-coeff.png" alt="CALCUL-PREDICTION-NEW-COEF" width="250">
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Mal formaté, l'image ne se load pas

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markdown & html mix 😄


Si nous reprenons le calcul de notre prédiction avec notre nouveau paramètre, un appartement de **40m2** devrait coûter **240K** **€ :**

![]({{ site.baseurl }}/assets/2020-09-23-initiation_ML_regression_lineaire/calcul-prediction-new-coeff.png" alt="CALCUL-PREDICTION-NEW-COEF" width="250">
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Suggested change
![]({{ site.baseurl }}/assets/2020-09-23-initiation_ML_regression_lineaire/calcul-prediction-new-coeff.png" alt="CALCUL-PREDICTION-NEW-COEF" width="250">
![]({{ site.baseurl }}/assets/2020-09-23-initiation_ML_regression_lineaire/calcul-prediction-new-coeff.png)

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@HugoDurand HugoDurand Nov 7, 2020

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Si je retire le witdh je perds la taille de l'image pour la mise en forme, c'est pour ça que j'avais tout mis en balise img
Est-ce qu'il y a une alternative pour définir une taille?


nb: la taille des images n'est pas prise en compte sur le lien de deploiement github mais fonctionne lorsque je lance le site en dev

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Pour le coup le site en deploy fait foi. Par contre je ne sais pas quelles sont les alternatives, il faudrait regarder dans les vieux articles pour voir comment c'est fait


Nous aurions très bien pu avoir des données disposées différemment et donc une droite avec une position différente :

<![]({{ site.baseurl }}/assets/2020-09-23-initiation_ML_regression_lineaire/graphique-f-lineaire-2.png)
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"<" en trop


Pour faire nos prédictions nous allons modéliser le prix au m2 avec une fonction linéaire.

Définition :
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Juste d'un point de vue visibilité, peut être ajouter un saut de ligne ou le mettre en gras

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24 words might be misspelled, please check them: Aurélien, baseurl, Brunton, clusterisation, coef, COEF, coeff, couterait, donnees, DURAND, Guéron, HugoDurand, influée, labellisée, lang, lineaire, login, Ng, png, rmse, RMSE, Scikit, tâton, TensorFlow

@ElevenWilson ElevenWilson temporarily deployed to feat/add-article-initiation_ML_regression_lineaire October 26, 2020 16:35 Inactive
@Pouzor Pouzor closed this May 31, 2023
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5 participants