Merge pull request #262 from imteekay/nn-links

Neural Network Links

Author: imteekay

Home/components/Writings/postsList.ts

@@ -6,6 +6,11 @@ type Post = {
 };
 
 export const postsList: Post[] = [
+  {
+    datetime: '2024-11-17',
+    link: '/building-a-neural-network-from-scratch-with-mathematics-and-python',
+    title: 'Building A Neural Network from Scratch with Mathematics and Python',
+  },
   {
     datetime: '2024-09-13',
     link: '/training-ml-models-for-cancer-tumor-classification',

content/building-a-neural-network-from-scratch-with-mathematics-and-python/en/index.mdx

@@ -6,8 +6,6 @@ This post aims to be a comprehensive article about neural networks, how mathemat
 
 Here are the following topics I'm going to cover in this post:
 
-## Table of Contents
-
 - Introduction of Neural Networks
 - Mathematics of Neural Networks
 - Digit Recognizer Problem & Python Implementation
@@ -548,8 +546,9 @@ In a future post, I want to expand this algorithm and add more layers so we can
 
 ## Resources
 
-- [Mathematics for Machine Learning](/mathematics-for-machine-learning)
+- [Mathematics for Machine Learning](/series/mathematics-for-machine-learning)
 - [Machine Learning Research](https://github.com/imteekay/machine-learning-research)
+- [Neural Network from Scratch](https://github.com/imteekay/neural-network-from-scratch)
 - [Derivation of DL/dz](https://community.deeplearning.ai/t/derivation-of-dl-dz/165)
 - [Building a neural network from scratch](https://www.youtube.com/watch?v=w8yWXqWQYmU)
 - [Neural Networks and Deep Learning course](https://www.coursera.org/learn/neural-networks-deep-learning)

content/building-a-neural-network-from-scratch-with-mathematics-and-python/en/metadata.json

@@ -1,7 +1,7 @@
 {
   "title": "Building A Neural Network from Scratch with Mathematics and Python",
   "description": "A 2-layers neural network implemented with mathematics and Python",
-  "date": "2024-11-18",
+  "date": "2024-11-17",
   "tags": [
     {
       "href": "/tags/python",

content/tags/data-science/en/index.mdx

@@ -3,6 +3,11 @@
 ## 2024
 
 <ul>
+  <PostAndDate
+    date="2024-11-17"
+    title="Building A Neural Network from Scratch with Mathematics and Python"
+    url="/building-a-neural-network-from-scratch-with-mathematics-and-python"
+  />
   <PostAndDate
     date="2024-09-13"
     title="Training ML Models for Cancer Tumor Classification"

content/tags/machine-learning/en/index.mdx

@@ -3,6 +3,11 @@
 ## 2024
 
 <ul>
+  <PostAndDate
+    date="2024-11-17"
+    title="Building A Neural Network from Scratch with Mathematics and Python"
+    url="/building-a-neural-network-from-scratch-with-mathematics-and-python"
+  />
   <PostAndDate
     date="2024-09-13"
     title="Training ML Models for Cancer Tumor Classification"

content/tags/python/en/index.mdx

@@ -3,6 +3,11 @@
 ## 2024
 
 <ul>
+  <PostAndDate
+    date="2024-11-17"
+    title="Building A Neural Network from Scratch with Mathematics and Python"
+    url="/building-a-neural-network-from-scratch-with-mathematics-and-python"
+  />
   <PostAndDate
     date="2024-09-13"
     title="Training ML Models for Cancer Tumor Classification"

public/rss.xml

@@ -11,6 +11,12 @@
     <title>TK's Blog</title>
     <link>https://iamtk.co</link>
   </image>
+  <item>
+    <title>Building A Neural Network from Scratch with Mathematics and Python</title>
+    <link>https://www.iamtk.co/building-a-neural-network-from-scratch-with-mathematics-and-python</link>
+    <guid isPermaLink="true">https://www.iamtk.co/building-a-neural-network-from-scratch-with-mathematics-and-python</guid>
+    <description>A 2-layers neural network implemented with mathematics and Python</description>
+  </item>
   <item>
     <title>Training ML Models for Cancer Tumor Classification</title>
     <link>https://www.iamtk.co/training-ml-models-for-cancer-tumor-classification</link>