Learn NLP from Basics to Advanced
Every message you send, every search you make, and every voice command you give—language is at the heart of it all. Natural Language Processing (NLP) is what enables machines to understand and respond to human communication in meaningful ways.
In this course, you’ll learn how to build intelligent systems that can read, analyze, and generate human language. From chatbots to sentiment analysis tools, gain hands-on experience in creating real-world NLP applications using modern AI technologies.
3 Months
Eligibility: BCA, BSc, MCA, MSc, BTech, MTech
Course Modules
Module 1: Introduction to Natural Language Processing
Module 2: Python for NLP & Development Setup (Jupyter, SpaCy, NLTK)
Module 3: Text Preprocessing Techniques
Module 4: Text Representation (Bag of Words, TF-IDF, Word Embeddings)
Module 5: Linguistic Fundamentals for NLP
Module 6: Regular Expressions & Text Parsing
Module 7: Feature Engineering for Text Data
Module 8: Sentiment Analysis
Module 9: Named Entity Recognition (NER)
Module 10: Text Classification Models
Module 11: Topic Modeling (LDA and related techniques)
Module 12: Sequence Models (RNN, LSTM Basics)
Module 13: Introduction to Transformers & Attention Mechanism
Module 14: Large Language Models (LLMs) Overview & Applications
Module 15: Hugging Face Transformers Library (Practical NLP)
Module 16: Chatbots and Conversational AI Systems
Module 17: Model Evaluation for NLP Tasks
Module 18: Deployment of NLP Models
Module 19: Industry Case Studies in NLP
Module 20: Capstone Project (End-to-End NLP Solution)
Ready to Upskill? Join Now
Invest in yourself and stay ahead in a competitive world. With structured lessons, real-world projects, and expert guidance, this course is your gateway to success. Join now and start achieving your goals.
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