gammaticatech

Natural Language Processing (NLP)

Learning Format

Online mode

Total training duration

80-90 hrs (2 months)

Syllabus

8 weeks

Certification

Yes

Natural Language Processing (NLP)

Natural Language Processing (NLP) is a branch of Artificial Intelligence that focuses on enabling computers to understand, interpret, and respond to human language. It combines linguistics, machine learning, and data science to process text and speech data, allowing machines to perform tasks such as translation, sentiment analysis, chatbots, and speech recognition. NLP helps bridge the gap between human communication and computer understanding, making interactions with technology more natural and intelligent.

Syllabus Summary

Text preprocessing basics

  •  Tokenization, stemming, lemmatization
  • Assignment at end of week

Bag of Words, TF-IDF

  •  Hands-on with Scikit-learn
  • Assignment at end of week
  • Sentiment analysis
  • project Assignment at end of week

Word embeddings:

  • Word2Vec, GloVe
  • Assignment at end of week
  • Mock Interview 1
  • Intro to Transformers: BERT, GPT overview
  • Assignment at end of week
  • NER (Named Entity Recognition)
  • Assignment at end of week
  • Building a chatbot with Python
  • Assignment at end of week
  • Final NLP Project presentation
  • Mock Interview 2
  •  Assignment at end of week

Course Summary

Eligibility

Tech & Non-Tech Working professional, Freshers, Graduate from any domain.

Live Doubt Solving

Get your queries solved with daily dedicated doubts solving sessions.

Instructor

Experts and trainer for top-tech companies.

Certification

10+ ISO Globally recognized certified

Mode of Learning

100% Live Learning with experienced instructors and hands-on sessions.

Real time projects

Get practical experience with real-world projects for a career in analytics.

Certification

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