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ocademy-ai · Nov 30, 2023 · 1266290 · 1266290
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diff --git a/_images/ai-ml-dl1.png b/_images/ai-ml-dl1.png
diff --git a/_images/class-reg1.png b/_images/class-reg1.png
diff --git a/_images/gradient-descent_17_1.png b/_images/gradient-descent_17_1.png
diff --git a/_images/gradient-descent_19_1.png b/_images/gradient-descent_19_1.png
diff --git a/_images/kernel-method_4_0.png → _images/kernel-method_11_1.png b/_images/kernel-method_4_0.png → _images/kernel-method_11_1.png
diff --git a/_images/kernel-method_15_0.png b/_images/kernel-method_15_0.png
diff --git a/_images/kernel-method_6_0.png → _images/kernel-method_15_1.png b/_images/kernel-method_6_0.png → _images/kernel-method_15_1.png
diff --git a/_images/kernel-method_19_0.png b/_images/kernel-method_19_0.png
diff --git a/_images/kernel-method_11_0.png → _images/kernel-method_22_0.png b/_images/kernel-method_11_0.png → _images/kernel-method_22_0.png
diff --git a/_images/kernel-method_26_0.png b/_images/kernel-method_26_0.png
diff --git a/_images/kernel-method_32_0.png b/_images/kernel-method_32_0.png
diff --git a/_images/kernel-method_39_1.png b/_images/kernel-method_39_1.png
diff --git a/_images/kernel-method_2_0.png → _images/kernel-method_9_1.png b/_images/kernel-method_2_0.png → _images/kernel-method_9_1.png
diff --git a/_images/svm11.gif b/_images/svm11.gif
diff --git a/_images/svm2d1.png b/_images/svm2d1.png
diff --git a/_images/svm3d1.gif b/_images/svm3d1.gif
diff --git a/_images/svr1.jpeg b/_images/svr1.jpeg
diff --git a/_images/tools-of-the-trade_29_0.png b/_images/tools-of-the-trade_29_0.png
diff --git a/_images/traditional-ml1.png b/_images/traditional-ml1.png
diff --git a/_images/unsupervised-learning-pca-and-clustering_11_2.png b/_images/unsupervised-learning-pca-and-clustering_11_2.png
diff --git a/_images/unsupervised-learning-pca-and-clustering_15_1.png b/_images/unsupervised-learning-pca-and-clustering_15_1.png
diff --git a/_images/unsupervised-learning-pca-and-clustering_22_0.png b/_images/unsupervised-learning-pca-and-clustering_22_0.png
diff --git a/_images/unsupervised-learning-pca-and-clustering_24_2.png b/_images/unsupervised-learning-pca-and-clustering_24_2.png
diff --git a/_images/unsupervised-learning-pca-and-clustering_26_2.png b/_images/unsupervised-learning-pca-and-clustering_26_2.png
diff --git a/_images/unsupervised-learning-pca-and-clustering_28_0.png b/_images/unsupervised-learning-pca-and-clustering_28_0.png
diff --git a/_images/unsupervised-learning-pca-and-clustering_33_1.png b/_images/unsupervised-learning-pca-and-clustering_33_1.png
diff --git a/_images/unsupervised-learning-pca-and-clustering_35_0.png b/_images/unsupervised-learning-pca-and-clustering_35_0.png
diff --git a/_images/unsupervised-learning-pca-and-clustering_38_2.png b/_images/unsupervised-learning-pca-and-clustering_38_2.png
diff --git a/_images/unsupervised-learning-pca-and-clustering_43_0.png b/_images/unsupervised-learning-pca-and-clustering_43_0.png
diff --git a/_images/vision.png b/_images/vision.png
diff --git a/_images/visualization-relationships_12_0.png b/_images/visualization-relationships_12_0.png
diff --git a/_images/visualization-relationships_16_0.png b/_images/visualization-relationships_16_0.png
diff --git a/_images/visualization-relationships_18_1.png b/_images/visualization-relationships_18_1.png
diff --git a/_images/visualization-relationships_20_0.png b/_images/visualization-relationships_20_0.png
diff --git a/_sources/assignments/ml-fundamentals/create-a-regression-model.ipynb b/_sources/assignments/ml-fundamentals/create-a-regression-model.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "0d88f1d0",
+   "id": "305a7498",
    "metadata": {},
    "source": [
     "# Create a regression model\n",

diff --git a/_sources/assignments/ml-fundamentals/exploring-visualizations.ipynb b/_sources/assignments/ml-fundamentals/exploring-visualizations.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "ff7cec9a",
+   "id": "d6d78fce",
    "metadata": {},
    "source": [
     "# Exploring visualizations\n",

diff --git a/_sources/assignments/ml-fundamentals/parameter-play.ipynb b/_sources/assignments/ml-fundamentals/parameter-play.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "625a83ea",
+   "id": "548d9208",
    "metadata": {},
    "source": [
     "# Parameter play\n",

diff --git a/_sources/assignments/ml-fundamentals/regression-with-scikit-learn.ipynb b/_sources/assignments/ml-fundamentals/regression-with-scikit-learn.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "32d9bc30",
+   "id": "5ec84e9c",
    "metadata": {},
    "source": [
     "# Regression with Scikit-learn\n",

diff --git a/_sources/assignments/ml-fundamentals/retrying-some-regression.ipynb b/_sources/assignments/ml-fundamentals/retrying-some-regression.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "5b747e8f",
+   "id": "0b9e3e87",
    "metadata": {},
    "source": [
     "# Retrying some regression\n",