feat: Add new course modules for benchmarking, featurization, multi-f…

…idelity, single-objective, and multi-objective optimization (mostly renaming)
AccelerationConsortium · Jul 29, 2024 · 5257dc4 · 5257dc4
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diff --git a/docs/courses/data-science/2.0-orientation.md b/docs/courses/data-science/2.0-orientation.md
@@ -89,3 +89,7 @@ If you're not eligible, you may consider a paid subscription (~$10 USD/month). I
 ## 📄 Python Refresher Assignment
 
 Optionally, you may try out the [Python refresher assignment](https://classroom.github.com/a/oDMoonRK). This is ungraded.
+
+## Bayesian Optimization Refresher
+
+If you haven't, be sure to review the ["Hello World" 1.3 Bayesian Optimization tutorial](https://ac-microcourses.readthedocs.io/en/latest/courses/hello-world/1.3-bayesian-optimization.html).
diff --git a/docs/courses/data-science/2.1-single-objective-bo.ipynb b/docs/courses/data-science/2.1-single-objective-bo.ipynb
diff --git a/docs/courses/data-science/2.1-single-objective.md b/docs/courses/data-science/2.1-single-objective.md
@@ -0,0 +1,13 @@
+# 🧩 2.1 Single-objective Optimization
+
+```{contents}
+:depth: 2
+```
+
+## 🔰 Tutorial
+
+[Optimizing a 3D Printed Material for Strength Under Constraints](https://honegumi.readthedocs.io/en/latest/curriculum/tutorials/sobo/sobo-tutorial.html)
+
+## 🚀 Quiz
+
+## 📄 Assignment
diff --git a/docs/courses/data-science/2.2-multi-objective-bo.ipynb b/docs/courses/data-science/2.2-multi-objective-bo.ipynb
diff --git a/docs/courses/data-science/2.2-multi-objective.md b/docs/courses/data-science/2.2-multi-objective.md
@@ -0,0 +1,19 @@
+# 🧩 2.2 Multi-objective Optimization
+
+```{contents}
+:depth: 2
+```
+
+## 🔰 Tutorial
+
+### Concept Doc
+
+[Single- vs. Multi-objective Optimization](https://honegumi.readthedocs.io/en/latest/curriculum/concepts/sobo-vs-mobo/sobo-vs-mobo.html)
+
+### Coding Tutorial
+
+[Optimizing a Polymer Compound for Strength and Density](https://honegumi.readthedocs.io/en/latest/curriculum/tutorials/mobo/mobo-tutorial.html)
+
+## 🚀 Quiz
+
+## 📄 Assignment
diff --git a/docs/courses/data-science/2.3-batch.ipynb b/docs/courses/data-science/2.3-batch.ipynb
diff --git a/docs/courses/data-science/2.3-batch.md b/docs/courses/data-science/2.3-batch.md
@@ -0,0 +1,17 @@
+# 🧩 2.3 Batch Optimization
+
+```{contents}
+:depth: 2
+```
+
+## 🔰 Tutorial
+
+[Noisy Batch Optimization](https://honegumi.readthedocs.io/en/latest/curriculum/tutorials/batch/Batch_BO_tutorial.html)
+
+[Frequentist Vs. Fully Bayesian Gaussian Process Models](https://honegumi.readthedocs.io/en/latest/curriculum/concepts/freq-vs-bayes/freq-vs-bayes.html)
+
+[Single vs. Batch Optimization](https://honegumi.readthedocs.io/en/latest/curriculum/concepts/batch/single-vs-batch.html)
+
+## 🚀 Quiz
+
+## 📄 Assignment
diff --git a/docs/courses/data-science/2.4-featurization.ipynb b/docs/courses/data-science/2.4-featurization.ipynb
diff --git a/docs/courses/data-science/2.4-featurization.md b/docs/courses/data-science/2.4-featurization.md
@@ -0,0 +1,13 @@
+# 🧩 2.4 Featurization
+
+```{contents}
+:depth: 2
+```
+
+## 🔰 Tutorial
+
+### Coding Tutorial
+
+## 🚀 Quiz
+
+## 📄 Assignment
diff --git a/docs/courses/data-science/2.5-multi-fidelity.ipynb b/docs/courses/data-science/2.5-multi-fidelity.ipynb
diff --git a/docs/courses/data-science/2.5-multi-fidelity.md b/docs/courses/data-science/2.5-multi-fidelity.md
@@ -0,0 +1,13 @@
+# 🧩 2.5 Multi-fidelity Optimization
+
+```{contents}
+:depth: 2
+```
+
+## 🔰 Tutorial
+
+### Coding Tutorial
+
+## 🚀 Quiz
+
+## 📄 Assignment
diff --git a/docs/courses/data-science/2.6-benchmarking.ipynb b/docs/courses/data-science/2.6-benchmarking.ipynb
diff --git a/docs/courses/data-science/2.6-benchmarking.md b/docs/courses/data-science/2.6-benchmarking.md
@@ -0,0 +1,13 @@
+# 🧩 2.6 Benchmarking
+
+```{contents}
+:depth: 2
+```
+
+## 🔰 Tutorial
+
+### Coding Tutorial
+
+## 🚀 Quiz
+
+## 📄 Assignment