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Natural Language Processing

via SWAYAM Plus

Overview

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Natural Language Processing (NLP) is a field of artificial intelligence that focuses on the interaction between humans and computers using natural language. This course provides an overview of NLP techniques and applications, including text analysis, sentiment analysis, language generation, and machine translation. Students will learn how to process and understand human language, enabling them to build intelligent chatbots, analyze text data, and unlock the potential of language in various industries.

Intended audience

NLP Engineer/Researcher, Data Scientist (NLP), Conversational AI Developer, AI/Machine Learning Engineer, Language Technology Specialist

Prerequisites

  • BE/BTech, ME/MTech, Bsc, Msc, BCA, MCA

Assessment & certification

  • Assessment fee: Included — no extra fee
  • Assessment mode: Online proctored
  • Assessment type: Project-Based Assessment & Quiz
  • Assessment provider: Smartbridge
  • Certificate provider: SWAYAM Plus and Smartbridge

NCrF level: 6 (NCrF credit-eligible)

Syllabus

  • Week 1: Introduction to Natural Language Processing
  • Week 2: Text Preprocessing Techniques
  • Week 3: Neural Network Models
  • Week 4: Transformers, BERT, and LLM
  • Week 5: NLP project integration with FastAPI

Taught by

Saumya

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