Quarto mod7

_quarto.yml

@@ -126,7 +126,7 @@ website:
           - href: modules/module4/module4-24-support_vector_machines_(svms)_with_rbf_kernel.qmd
           - text: '   7.1. Exercises'
             href: modules/module4/module4-25-testing_your_svm_rbf_knowledge.qmd
-          - href: modules/module4/module4-28-what_did_we_just_learn.qmd    
+          - href: modules/module4/module4-28-what_did_we_just_learn.qmd
       - section: "**M5. Preprocessing Numerical Features, Pipelines and Hyperparameter Optimization**"
         contents:
           - href: modules/module5/module5-00-module_learning_outcomes.qmd
@@ -168,6 +168,28 @@ website:
           - text: '   6.1. Exercises'
             href: modules/module6/module6-23-text_data_questions.qmd
           - href: modules/module6/module6-26-what_did_we_just_learn.qmd
+      - section: "**M7. Assessment and Measurements**"
+        contents:
+          - href: modules/module7/module7-00-module_learning_outcomes.qmd
+          - href: modules/module7/module7-01-introducing_evaluation_metrics.qmd
+          - text: '   1.1. Exercises'
+            href: modules/module7/module7-02-name_that_value.qmd
+          - href: modules/module7/module7-05-precision_recall_and_f1_score.qmd
+          - text: '   2.1. Exercises'
+            href: modules/module7/module7-06-lets_calculate.qmd
+          - href: modules/module7/module7-09-multi-class_measurements.qmd
+          - text: '   3.1. Exercises'
+            href: modules/module7/module7-10-using_sklearn_to_obtain_different_measurements.qmd
+          - href: modules/module7/module7-13-imbalanced_datasets.qmd
+          - text: '   4.1. Exercises'
+            href: modules/module7/module7-14-ture_or_false_unbalanced_data.qmd
+          - href: modules/module7/module7-16-regression_measurements.qmd
+          - text: '   5.1. Exercises'
+            href: modules/module7/module7-17-name_that_measurement.qmd
+          - href: modules/module7/module7-21-passing_different_scoring_methods.qmd
+          - text: '   6.1. Exercises'
+            href: modules/module7/module7-22-true_or_false_scoring_with_cross-validation.qmd
+          - href: modules/module7/module7-24-what_did_we_just_learn.qmd
 
 # Since we are declaring options for two formats here (html and revealjs)
 # each qmd file needs to include a yaml block including which format to use for that file.

modules/module7/module7-00-module_learning_outcomes.qmd

@@ -0,0 +1,29 @@
+---
+format:
+  html:
+    page-layout: full
+---
+
+# 0. Module Learning Outcomes
+
+::: {.panel-tabset .nav-pills}
+
+## Video
+
+<iframe
+    class="video"
+    src="https://www.youtube.com/embed/OzTdzAkDeMk" 
+    title="Module 7 Video - Module Learning Outcomes"
+    frameborder="0"
+    allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
+    allowfullscreen
+></iframe>
+
+## Slides
+
+<iframe
+    class="slide-deck"
+    src="slides/module7_00.html"
+></iframe>
+
+:::

modules/module7/module7-01-introducing_evaluation_metrics.qmd

@@ -0,0 +1,29 @@
+---
+format:
+  html:
+    page-layout: full
+---
+
+# 1. Introducing Evaluation Metrics
+
+::: {.panel-tabset .nav-pills}
+
+## Video
+
+<iframe
+    class="video"
+    src="https://www.youtube.com/embed/lEcJULloczk?start=4020&end=4980&rel=0" 
+    title="Module 7 Video - Introducing Evaluation Metrics"
+    frameborder="0"
+    allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
+    allowfullscreen
+></iframe>
+
+## Slides
+
+<iframe
+    class="slide-deck"
+    src="slides/module7_01.html"
+></iframe>
+
+:::