🔥 NATURAL LANGUAGE PROCESSING Class 10 in 60 Mins | ONE SHOT Code 417 | CBSE 2024-25

🔥 NLP IN 60 MINS ONE SHOT | AI UNIT 6 | CLASS 10 CODE 417 | CBSE 2023

Welcome to this exciting ONE SHOT class on Natural Language Processing (NLP) for CBSE Class 10 students for AI code 417 Board Exam! In this 60-minute session, we'll cover everything you need to know about NLP in a concise and easy-to-understand manner.

#ArtificialIntelligence #syllabus2023 #ai #unit7AI #ClassIX #ClassX #CBSE #aiforkids #nlp

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Session Details:
✅ Class: 10
✅ Subject: Artificial Intelligence
✅ Instructor: Lalit Kumar
✅ Session Type: Video Lecture
✅ Series Name: AI Boards 2023
✅ Topic Name: NLP IN 60 MINS ONE SHOT
✅ Topics to be Covered: Natural Language, etc

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Session Downloads:

🔵Natural Language Processing PDF Revision Notes: https://aiforkids.in/notes/nlp-class-10
🔵Natural Language Processing PDF Question Bank: https://aiforkids.in/practice/nlp/
🔵Natural Language Processing Full Question Bank: https://aiforkids.in/practice/nlp/
🔵Natural Language Processing Full Notes: https://aiforkids.in/class-10/nlp/
🔵Natural Language Processing Community Questions: https://aiforkids.in/qa/tag/nlp

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CLASS 10 BOARDS 2023

❇️ Class 10 Board Exam Playlist: :    • CBSE AI Class 10 (417) Boards 2023  
❇️ Project Cycle Lecture Video :    • AI Project Cycle Class 10 CBSE  
❇️ Project Cycle Practice Video :    • AI Project Cycle 100+ MCQs Class 10 T...  
❇️ Evaluation Lecture Video :    • 🔥 EVALUATION IN 30 MINS ONE SHOT | AI...  
❇️ NLP Lecture Video :    • 🔥  NATURAL LANGUAGE PROCESSING Class ...  

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About Us:-

Aiforkids is an attempt by the developers to spread the seed of learning in every child and make them futuristic kids.

Team:
▶️ Lalit Kumar (Lecture / Video Editing) -   / lalitkofficial  
▶️ Rohit Yadav (Notes and Question Bank)
▶️ Taniya ( Graphics Assist )

Our sectors:

🔹Website - https://aiforkids.in
🔹Discord -   / discord  
🔹Twitter -   / aiforkids_in  
🔹Reddit-   / aiforkids_in  
🔹QnA Aiforkids - https://aiforkids.in/qa
🔹Contact - https://aiforkids.in/contact
🔹Curriculum - https://aiforkids.in/cbse-ai
🔹Official Mail - [email protected]
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Time Stamps

00:00 Intro
00:31 Intro to NLP
01:34 AI Domains
02:06 What is NLP
02:38 Applications of NLP
03:16 Automatic Summarization
04:08 Summarization in social media
04:44 Sentimental Analysis

06:17 Results of Sentimental Analysis
07:01 Text Classification
08:17 Virtua Assisstants
08:24 Virtual Assisstants Examples
09:28 Revisiting Project Cycle
09:38 Mind map for Project Cycle
09:42 Problem scoping
10:32 Problem Statement Template
11:36 Data Acquisition
11:26 Data Exploration
12:56 Modelling
13:37 Evaluation
14:02 Evaluation graph
14:08 Evaluation Degree
15:42 perfect,Over,Under-Fitting
16:23 Underfitting
16:56 Perfect fit
17:29 Under fitting
18:25 Summary
19:22 Chatbots
19:56 Types of Chatbots(Script VS Smart )
22:02 Human vs Computer Language
23:46 Erroes in Human language
24:13 Arrangament of words and meanings
25:00 Syntax vs Symantics
26:53 Multiple meanings of the words
28:38 perfect syntax, no meaning
29:15 Data Processing
29:40 Data preocessing capsule
30:10 Text Normalisation
31:20 Sentence Segmentation
32:00 Tokenisation
32:48 Tricky questions on Tokens
33:16 Stopwords
33:55 Stop word Removal
34:11 Jaruri baat
34:45 Converting text into common case
35:22 Stemming and Lemmatisation
36:14 Jaruri baat (stem & lemm)
36:37 Ninja Technique
37:54 Bag of Words (BOI)
39:51 Solving Bag of Words
44:19 Question
44:51 4M Question
45:39 TFIDF
46:52 TF
48:12 DF
51:01 IDF
54:08 Recap
56:52 Applications of TFIDF
57:22 THANK YOU EVERYONE!!!!!!!