part 2

jfouret · Nov 8, 2023 · 8ef86ff · 8ef86ff
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diff --git a/.gitignore b/.gitignore
@@ -3,4 +3,5 @@
 _extensions
 .RData
 .Rhistory
-/part*.html
+/part*.html
+.~*
diff --git a/docs/img/Precisionrecall.svg.png b/docs/img/Precisionrecall.svg.png
diff --git a/docs/img/Sensitivity_and_specificity_1.01.svg.png b/docs/img/Sensitivity_and_specificity_1.01.svg.png
diff --git a/docs/img/bias-variance-targets.svg b/docs/img/bias-variance-targets.svg
diff --git a/docs/img/grid_search_cross_validation.png b/docs/img/grid_search_cross_validation.png
diff --git a/docs/img/in_out_errors_k10.png b/docs/img/in_out_errors_k10.png
diff --git a/docs/img/in_out_errors_k50.png b/docs/img/in_out_errors_k50.png
diff --git a/docs/img/in_out_errors_k500.png b/docs/img/in_out_errors_k500.png
diff --git a/docs/img/kmans_hclust.png b/docs/img/kmans_hclust.png
diff --git a/docs/img/ml_schema1.svg b/docs/img/ml_schema1.svg
diff --git a/docs/img/ml_schema2.svg b/docs/img/ml_schema2.svg
diff --git a/docs/img/ml_schema3.png b/docs/img/ml_schema3.png
diff --git a/docs/img/pca_cancer1.png b/docs/img/pca_cancer1.png
diff --git a/docs/img/pca_cancer2.png b/docs/img/pca_cancer2.png
diff --git a/docs/img/poly_19_overfit.png b/docs/img/poly_19_overfit.png
diff --git a/docs/img/poly_19_overfit_MSE.png b/docs/img/poly_19_overfit_MSE.png
diff --git a/docs/img/wolf_husky.png b/docs/img/wolf_husky.png
diff --git a/docs/img/wrong_husky.png b/docs/img/wrong_husky.png
diff --git a/docs/index.html b/docs/index.html
@@ -122,6 +122,7 @@ <h1 class="title">Machine Learning Techniques</h1>
 <ul>
 <li><a href="part0.html">Introduction to Artificial Intelligence and Machine Learning</a></li>
 <li><a href="part1.html">Mathematical foundations to Modelling and ML</a></li>
+<li><a href="part2.html">ML techniques and Good Practices</a></li>
 <li><a href="practicals_1.html">Practical session 1</a></li>
 </ul>
 

diff --git a/docs/part2.html b/docs/part2.html
diff --git a/docs/search.json b/docs/search.json
diff --git a/img/Precisionrecall.svg.png b/img/Precisionrecall.svg.png
diff --git a/img/Sensitivity_and_specificity_1.01.svg.png b/img/Sensitivity_and_specificity_1.01.svg.png
diff --git a/img/Word_vector_illustration.jpg b/img/Word_vector_illustration.jpg
diff --git a/img/bias-variance-targets.svg b/img/bias-variance-targets.svg
diff --git a/img/grid_search_cross_validation.png b/img/grid_search_cross_validation.png
diff --git a/img/in_out_errors_k10.png b/img/in_out_errors_k10.png
diff --git a/img/in_out_errors_k50.png b/img/in_out_errors_k50.png
diff --git a/img/in_out_errors_k500.png b/img/in_out_errors_k500.png
diff --git a/img/kmans_hclust.png b/img/kmans_hclust.png
diff --git a/img/ml_schema.odg b/img/ml_schema.odg
diff --git a/img/ml_schema1.svg b/img/ml_schema1.svg
diff --git a/img/ml_schema2.svg b/img/ml_schema2.svg
diff --git a/img/ml_schema3.png b/img/ml_schema3.png
diff --git a/img/pca_cancer1.png b/img/pca_cancer1.png
diff --git a/img/pca_cancer2.png b/img/pca_cancer2.png
diff --git a/img/poly_19_overfit.png b/img/poly_19_overfit.png
diff --git a/img/poly_19_overfit_MSE.png b/img/poly_19_overfit_MSE.png
diff --git a/img/wolf_husky.png b/img/wolf_husky.png
diff --git a/img/wrong_husky.png b/img/wrong_husky.png
diff --git a/index.qmd b/index.qmd
@@ -4,4 +4,5 @@ title: "Machine Learning Techniques"
 
 - [Introduction to Artificial Intelligence and Machine Learning](part0.html)
 - [Mathematical foundations to Modelling and ML](part1.html)
+- [ML techniques and Good Practices](part2.html)
 - [Practical session 1](practicals_1.html)