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diff --git a/Applications/MiniProjects.html b/Applications/MiniProjects.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Applying what you have learned to your project &#8212; Brain Code Camp</title>
+    <title>Applying What You Have Learned to Your Project &#8212; Brain Code Camp</title>
 
 
 
@@ -261,8 +261,8 @@
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../Fundamentals/Prereqs/Coding/PrereqCoding.html">Prerequisites: Coding</a><input class="toctree-checkbox" id="toctree-checkbox-11" name="toctree-checkbox-11" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-11"><i class="fa-solid fa-chevron-down"></i></label><ul>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/Prereqs/Coding/00_basic_python.html">Python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/Prereqs/Coding/01_numpy.html">Numpy</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/Prereqs/Coding/00_basic_python.html">Introduction to Python</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/Prereqs/Coding/01_numpy.html">NumPy</a></li>
 </ul>
 </li>
 </ul>
@@ -299,14 +299,14 @@
 
 
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/logistic_regression.html">Logistic Regression</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/svm.html">Support Vector Machines</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/svm.html">Support Vector Machine (SVM)</a></li>
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../Fundamentals/MachineLearning/ml_part2_intro.html">ML Part 2 (Week 6)</a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-13"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/decision_tree_random_forest.html">Decision Tree and Random Forest</a></li>
 
 
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/knn.html">K-Nearest Neighbors</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/knn.html">k-Nearest Neighbors (k-NN)</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/eeg_supervised_learning.html">EEG Analysis</a></li>
 
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/ml_part2_outro.html">Outro</a></li>
@@ -317,25 +317,15 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1 has-children"><a class="reference internal" href="../Fundamentals/DeepLearning/deep_learning_intro.html">DL Part 1 (Week 7)</a><input class="toctree-checkbox" id="toctree-checkbox-14" name="toctree-checkbox-14" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-14"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/deep_learning_fundamentals.html">Fundamentals of Deep Learning</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/intro_pytorch.html">Pytorch</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/Concentration_prediction_with_EEG.html">Install required library and download dataset</a></li>
-
-
-
-
-
-
-
-
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/intro_to_convolutional_nn.html">Classification with Convolutional Neural Network using PyTorch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/intro_pytorch.html">Introduction to Pytorch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/cnn_cdt_pytorch.html">Classification with Convolutional Neural Network Using PyTorch</a></li>
 
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../Fundamentals/DeepLearning/deep_learning_part2_intro.html">DL Part 2 (Week 8)</a><input class="toctree-checkbox" id="toctree-checkbox-15" name="toctree-checkbox-15" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-15"><i class="fa-solid fa-chevron-down"></i></label><ul>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/thai_food_classification_transformers.html">Overview of Transformer</a></li>
-
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/object_detection_transformer.html">Object Detection</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/breast_cancer_segmentation_transformers.html">Image Segmentation</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/object_detection_transformer.html">Object Detection with Transformer</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/breast_cancer_segmentation_transformers.html">Breast Cancer Segmentation Using Transformers</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/thai_food_classification_transformers.html">Image Classification</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/deep_learning_outro.html">Outro</a></li>
 </ul>
 </li>
@@ -351,7 +341,7 @@
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Applications (Weeks 10-12)</span></p>
 <ul class="current nav bd-sidenav">
-<li class="toctree-l1 current active"><a class="current reference internal" href="#">Applying what you have learned to your project</a></li>
+<li class="toctree-l1 current active"><a class="current reference internal" href="#">Applying What You Have Learned to Your Project</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Extra Resources</span></p>
 <ul class="nav bd-sidenav">
@@ -497,7 +487,7 @@
 
 
 <div id="jb-print-docs-body" class="onlyprint">
-    <h1>Applying what you have learned to your project</h1>
+    <h1>Applying What You Have Learned to Your Project</h1>
     <!-- Table of contents -->
     <div id="print-main-content">
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@@ -512,7 +502,7 @@ <h1>Applying what you have learned to your project</h1>
                 <article class="bd-article">
 
   <section class="tex2jax_ignore mathjax_ignore" id="applying-what-you-have-learned-to-your-project">
-<h1>Applying what you have learned to your project<a class="headerlink" href="#applying-what-you-have-learned-to-your-project" title="Link to this heading">#</a></h1>
+<h1>Applying What You Have Learned to Your Project<a class="headerlink" href="#applying-what-you-have-learned-to-your-project" title="Link to this heading">#</a></h1>
 <p>ทำ mini project ให้เสร็จสิ้น</p>
 </section>
 

diff --git a/ExtraResources/AttentionTransformer.html b/ExtraResources/AttentionTransformer.html
@@ -261,8 +261,8 @@
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../Fundamentals/Prereqs/Coding/PrereqCoding.html">Prerequisites: Coding</a><input class="toctree-checkbox" id="toctree-checkbox-11" name="toctree-checkbox-11" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-11"><i class="fa-solid fa-chevron-down"></i></label><ul>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/Prereqs/Coding/00_basic_python.html">Python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/Prereqs/Coding/01_numpy.html">Numpy</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/Prereqs/Coding/00_basic_python.html">Introduction to Python</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/Prereqs/Coding/01_numpy.html">NumPy</a></li>
 </ul>
 </li>
 </ul>
@@ -299,14 +299,14 @@
 
 
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/logistic_regression.html">Logistic Regression</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/svm.html">Support Vector Machines</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/svm.html">Support Vector Machine (SVM)</a></li>
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../Fundamentals/MachineLearning/ml_part2_intro.html">ML Part 2 (Week 6)</a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-13"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/decision_tree_random_forest.html">Decision Tree and Random Forest</a></li>
 
 
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/knn.html">K-Nearest Neighbors</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/knn.html">k-Nearest Neighbors (k-NN)</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/eeg_supervised_learning.html">EEG Analysis</a></li>
 
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/ml_part2_outro.html">Outro</a></li>
@@ -317,25 +317,15 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1 has-children"><a class="reference internal" href="../Fundamentals/DeepLearning/deep_learning_intro.html">DL Part 1 (Week 7)</a><input class="toctree-checkbox" id="toctree-checkbox-14" name="toctree-checkbox-14" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-14"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/deep_learning_fundamentals.html">Fundamentals of Deep Learning</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/intro_pytorch.html">Pytorch</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/Concentration_prediction_with_EEG.html">Install required library and download dataset</a></li>
-
-
-
-
-
-
-
-
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/intro_to_convolutional_nn.html">Classification with Convolutional Neural Network using PyTorch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/intro_pytorch.html">Introduction to Pytorch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/cnn_cdt_pytorch.html">Classification with Convolutional Neural Network Using PyTorch</a></li>
 
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../Fundamentals/DeepLearning/deep_learning_part2_intro.html">DL Part 2 (Week 8)</a><input class="toctree-checkbox" id="toctree-checkbox-15" name="toctree-checkbox-15" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-15"><i class="fa-solid fa-chevron-down"></i></label><ul>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/thai_food_classification_transformers.html">Overview of Transformer</a></li>
-
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/object_detection_transformer.html">Object Detection</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/breast_cancer_segmentation_transformers.html">Image Segmentation</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/object_detection_transformer.html">Object Detection with Transformer</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/breast_cancer_segmentation_transformers.html">Breast Cancer Segmentation Using Transformers</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/thai_food_classification_transformers.html">Image Classification</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/deep_learning_outro.html">Outro</a></li>
 </ul>
 </li>
@@ -351,7 +341,7 @@
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Applications (Weeks 10-12)</span></p>
 <ul class="nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="../Applications/MiniProjects.html">Applying what you have learned to your project</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../Applications/MiniProjects.html">Applying What You Have Learned to Your Project</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Extra Resources</span></p>
 <ul class="current nav bd-sidenav">

diff --git a/ExtraResources/GraphNeuralNetwork.html b/ExtraResources/GraphNeuralNetwork.html
@@ -261,8 +261,8 @@
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../Fundamentals/Prereqs/Coding/PrereqCoding.html">Prerequisites: Coding</a><input class="toctree-checkbox" id="toctree-checkbox-11" name="toctree-checkbox-11" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-11"><i class="fa-solid fa-chevron-down"></i></label><ul>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/Prereqs/Coding/00_basic_python.html">Python</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/Prereqs/Coding/01_numpy.html">Numpy</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/Prereqs/Coding/00_basic_python.html">Introduction to Python</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/Prereqs/Coding/01_numpy.html">NumPy</a></li>
 </ul>
 </li>
 </ul>
@@ -299,14 +299,14 @@
 
 
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/logistic_regression.html">Logistic Regression</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/svm.html">Support Vector Machines</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/svm.html">Support Vector Machine (SVM)</a></li>
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../Fundamentals/MachineLearning/ml_part2_intro.html">ML Part 2 (Week 6)</a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-13"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/decision_tree_random_forest.html">Decision Tree and Random Forest</a></li>
 
 
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/knn.html">K-Nearest Neighbors</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/knn.html">k-Nearest Neighbors (k-NN)</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/eeg_supervised_learning.html">EEG Analysis</a></li>
 
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/MachineLearning/ml_part2_outro.html">Outro</a></li>
@@ -317,25 +317,15 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1 has-children"><a class="reference internal" href="../Fundamentals/DeepLearning/deep_learning_intro.html">DL Part 1 (Week 7)</a><input class="toctree-checkbox" id="toctree-checkbox-14" name="toctree-checkbox-14" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-14"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/deep_learning_fundamentals.html">Fundamentals of Deep Learning</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/intro_pytorch.html">Pytorch</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/Concentration_prediction_with_EEG.html">Install required library and download dataset</a></li>
-
-
-
-
-
-
-
-
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/intro_to_convolutional_nn.html">Classification with Convolutional Neural Network using PyTorch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/intro_pytorch.html">Introduction to Pytorch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/cnn_cdt_pytorch.html">Classification with Convolutional Neural Network Using PyTorch</a></li>
 
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../Fundamentals/DeepLearning/deep_learning_part2_intro.html">DL Part 2 (Week 8)</a><input class="toctree-checkbox" id="toctree-checkbox-15" name="toctree-checkbox-15" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-15"><i class="fa-solid fa-chevron-down"></i></label><ul>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/thai_food_classification_transformers.html">Overview of Transformer</a></li>
-
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/object_detection_transformer.html">Object Detection</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/breast_cancer_segmentation_transformers.html">Image Segmentation</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/object_detection_transformer.html">Object Detection with Transformer</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/breast_cancer_segmentation_transformers.html">Breast Cancer Segmentation Using Transformers</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/thai_food_classification_transformers.html">Image Classification</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../Fundamentals/DeepLearning/deep_learning_outro.html">Outro</a></li>
 </ul>
 </li>
@@ -351,7 +341,7 @@
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Applications (Weeks 10-12)</span></p>
 <ul class="nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="../Applications/MiniProjects.html">Applying what you have learned to your project</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../Applications/MiniProjects.html">Applying What You Have Learned to Your Project</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Extra Resources</span></p>
 <ul class="current nav bd-sidenav">