added a nlp section section

components/TopBar/CategoryDescriptions.ts

@@ -107,6 +107,8 @@ const categoryDescriptions: CategoryDescriptions = {
     'Deep learning is a subfield of machine learning that involves the use of neural networks to learn from data. Deep learning is widely used for image recognition, natural language processing, and speech recognition. ',
   'machine-learning':
     'Machine learning is a subfield of artificial intelligence that uses statistical, mathematical, and computational methods to learn from data. Machine learning is widely used for data analysis, data visualization, and predictive modeling.',
+  'natural language processing':
+    'Natural Language Processing is a branch of artificial intelligence that focuses on the interaction between computers and human language. It involves the development of algorithms and models that enable machines to understand and generate human language, allowing them to perform tasks like language translation an more. ',
 
   // cyber-security
   'offensive security':

database/artificial_intelligence/NLP.json

@@ -0,0 +1,37 @@
+[
+    {
+        "name": "Applied Natural Language Processing",
+        "description": "This course teaches  the basics of text processing including basic pre-processing, spelling correction, language modeling, Part-of-Speech tagging, Constituency and Dependency Parsing, Lexical Semantics, distributional Semantics and topic models.",
+        "url": "https://archive.nptel.ac.in/courses/106/106/106106211/",
+        "category": "ai",
+        "subcategory": "natural-language-processing"
+    },
+    {
+        "name": "Datacamp Tutorials",
+        "description": "Provides NLP tutorials for Machine Learning Beginners",
+        "url": "https://www.datacamp.com/blog/what-is-natural-language-processing",
+        "category": "ai",
+        "subcategory": "natural-language-processing"
+      },
+      {
+        "name": "fast.ai NLP course",
+        "description": " Fast.ai's Code-First Introduction to Natural Language Processing for Beginners.",
+        "url": "https://www.fast.ai/posts/2019-07-08-fastai-nlp.html",
+        "category": "ai",
+        "subcategory": "natural-language-processing"
+      },
+      {
+        "name": "freeCodeCamp",
+        "description": "This is Freecodecamp's Natural Language Processing with spaCy & Python for beginners",
+        "url": "https://youtu.be/dIUTsFT2MeQ",
+        "category": "ai",
+        "subcategory": "natural-language-processing"
+      },
+      {
+        "name": "Intellipat",
+        "description": "Top 30 NLP Interview Questions and Answers",
+        "url": "https://youtu.be/C_R9CBda7vY",
+        "category": "ai",
+        "subcategory": "natural-language-processing"
+      }
+]

database/data.ts

@@ -175,6 +175,11 @@ export const sidebarData: ISidebar[] = [
         url: '/deep-learning',
         resources: DB.deepLearning,
       },
+      {
+        name: 'NLP',
+        url: '/natural-language-processing',
+        resources: DB.nlp,
+      },
     ],
   },
   {

database/index.ts

@@ -65,6 +65,7 @@ export { default as artificialIntelligence } from './artificial_intelligence/art
 export { default as ml } from './artificial_intelligence/machine-learning.json'
 export { default as dataScience } from './artificial_intelligence/data-science.json'
 export { default as deepLearning } from './artificial_intelligence/deep-learning.json'
+export { default as nlp } from './artificial_intelligence/NLP.json'
 // Open-source
 export { default as openSourceArticles } from './open_source/articles.json'
 export { default as openSourceProjects } from './open_source/projects.json'