*

imteekay · Jul 7, 2024 · 743229a · 743229a
1 parent 11a0777
commit 743229a
Show file tree

Hide file tree

Showing 22 changed files with 565 additions and 0 deletions.
diff --git a/content/series/mathematics-for-machine-learning/algebra-fundamentals/en/index.mdx b/content/series/mathematics-for-machine-learning/algebra-fundamentals/en/index.mdx
diff --git a/content/series/mathematics-for-machine-learning/algebra-fundamentals/en/metadata.json b/content/series/mathematics-for-machine-learning/algebra-fundamentals/en/metadata.json
@@ -0,0 +1,23 @@
+{
+  "title": "Algebra Fundamentals",
+  "description": "Learning the fundamentals of algebra for Machine Learning",
+  "date": "2024-07-07",
+  "tags": [
+    {
+      "href": "/tags/machine-learning",
+      "name": "machine-learning"
+    },
+    {
+      "href": "/tags/math",
+      "name": "math"
+    }
+  ],
+  "coverImage": {
+    "src": "/series/mathematics-for-machine-learning/algebra-fundamentals/cover.jpg",
+    "width": "640",
+    "height": "480",
+    "alt": "Maths symbols in a glass",
+    "authorHref": "https://unsplash.com/@saadahmad_umn",
+    "authorName": "Saad Ahmad"
+  }
+}
diff --git a/content/series/mathematics-for-machine-learning/en/index.mdx b/content/series/mathematics-for-machine-learning/en/index.mdx
@@ -0,0 +1,15 @@
+<div class="series">
+
+## Mathematics for Machine Learning Series
+
+<ul>
+  <PostAndDate
+    date="2024-07-07"
+    title="Algebra Fundamentals"
+    url="/series/mathematics-for-machine-learning/algebra-fundamentals"
+  />
+</ul>
+
+</div>
+
+---
diff --git a/content/series/mathematics-for-machine-learning/en/metadata.json b/content/series/mathematics-for-machine-learning/en/metadata.json
@@ -0,0 +1,23 @@
+{
+  "title": "Mathematics for Machine Learning",
+  "description": "A documentation series about my mathematics studies for Machine Learning",
+  "date": "2024-07-07",
+  "tags": [
+    {
+      "href": "/tags/machine-learning",
+      "name": "machine-learning"
+    },
+    {
+      "href": "/tags/math",
+      "name": "math"
+    }
+  ],
+  "coverImage": {
+    "src": "/series/mathematics-for-machine-learning/cover.jpg",
+    "width": "640",
+    "height": "480",
+    "alt": "dark geometry",
+    "authorHref": "https://unsplash.com/@pawel_czerwinski",
+    "authorName": "Pawel Czerwinski"
+  }
+}
diff --git a/content/tags/machine-learning/en/index.mdx b/content/tags/machine-learning/en/index.mdx
@@ -0,0 +1,18 @@
+<div class="tags">
+
+## 2022
+
+<ul>
+  <PostAndDate
+    date="2022-04-27"
+    title="Multilayer Perceptron"
+    url="/series/introduction-to-machine-learning/multilayer-perceptron"
+  />
+  <PostAndDate
+    date="2022-04-26"
+    title="Logistic Regression"
+    url="/series/introduction-to-machine-learning/logistic-regression"
+  />
+</ul>
+
+</div>
diff --git a/content/tags/machine-learning/en/metadata.json b/content/tags/machine-learning/en/metadata.json
@@ -0,0 +1,13 @@
+{
+  "title": "Machine Learning",
+  "description": "Tag: Machine Learning",
+  "tags": [],
+  "coverImage": {
+    "src": "",
+    "width": "",
+    "height": "",
+    "alt": "",
+    "authorHref": "",
+    "authorName": ""
+  }
+}
diff --git a/public/series/mathematics-for-machine-learning/algebra-fundamentals/cover.jpg b/public/series/mathematics-for-machine-learning/algebra-fundamentals/cover.jpg
diff --git a/public/series/mathematics-for-machine-learning/average-rate-of-change.png b/public/series/mathematics-for-machine-learning/average-rate-of-change.png
diff --git a/public/series/mathematics-for-machine-learning/cover.jpg b/public/series/mathematics-for-machine-learning/cover.jpg
diff --git a/public/series/mathematics-for-machine-learning/critical-points-tangent-lines.png b/public/series/mathematics-for-machine-learning/critical-points-tangent-lines.png
diff --git a/public/series/mathematics-for-machine-learning/critical-points.png b/public/series/mathematics-for-machine-learning/critical-points.png
diff --git a/public/series/mathematics-for-machine-learning/exponential.png b/public/series/mathematics-for-machine-learning/exponential.png
diff --git a/public/series/mathematics-for-machine-learning/graph-system-of-equations.png b/public/series/mathematics-for-machine-learning/graph-system-of-equations.png
diff --git a/public/series/mathematics-for-machine-learning/graph-with-intercept.png b/public/series/mathematics-for-machine-learning/graph-with-intercept.png
diff --git a/public/series/mathematics-for-machine-learning/graph.png b/public/series/mathematics-for-machine-learning/graph.png
diff --git a/public/series/mathematics-for-machine-learning/limit-and-factorization.png b/public/series/mathematics-for-machine-learning/limit-and-factorization.png
diff --git a/public/series/mathematics-for-machine-learning/limit-infinite.png b/public/series/mathematics-for-machine-learning/limit-infinite.png
diff --git a/public/series/mathematics-for-machine-learning/non-continuous-function-ii.png b/public/series/mathematics-for-machine-learning/non-continuous-function-ii.png
diff --git a/public/series/mathematics-for-machine-learning/non-continuous-function.png b/public/series/mathematics-for-machine-learning/non-continuous-function.png
diff --git a/public/series/mathematics-for-machine-learning/not-differentiable-function.png b/public/series/mathematics-for-machine-learning/not-differentiable-function.png
diff --git a/public/series/mathematics-for-machine-learning/quadratic-equation-points.png b/public/series/mathematics-for-machine-learning/quadratic-equation-points.png
diff --git a/public/series/mathematics-for-machine-learning/rate-of-change-graph.png b/public/series/mathematics-for-machine-learning/rate-of-change-graph.png