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Introduction to Natural Language Processing

Natural Language Processing is a rapidly growing field that combines the power of artificial intelligence and linguistics to enable computers to understand, interpret, and generate human language. In this course, we will guide you through the fundamental concepts, techniques, and applications of NLP, equipping you with the knowledge and tools to tackle real-world language-related challenges.

  • Premium
  • Urdu
  • 31 lessons
Setup and Installation

01 Formatted String Literals

02 Reading a File

03 Writing a File

04 Working With PDF

05 Regular Expressions

01 Section Overview

02 Spacy vs NLTK

03 Spacy Setup & Overview

04 Introduction to NLP

05 Spacy Basics I

06 Spacy Basics II

07 Tokenization I

08- Tokenization II

09 Stemming

10 Lemmatization

11 Stopwords

12 Vocabulary & Matching

13 Vocabulary & Matching II

01 Introduction to POS & NER

03 Part of Speech Tagging II

04 Display Visualization

05 NER I

06 NER II

07 Visualizing NER

08 Sentence Segmentation

01 Topic Modelling

02 Topic Modelling II

03 Latent Dirichlet Allocation

04 Non Negative Matrix Factorization

01 Automatic Text Summarization