NLP & Text Analytics

Natural Language Processing is at the heart of the AI revolution. This 2-month course covers classical NLP, modern transformer-based approaches, and practical text analytics applications.

Over 32 live Zoom sessions, you will build real NLP applications: sentiment analyzers, chatbots, document classifiers, question-answering systems, and more. Includes working with Hindi and multilingual text.

Tokenization, stemming & lemmatization
Stop words & text normalization
Bag of Words & TF-IDF
Word embeddings: Word2Vec, GloVe, FastText
Text classification with ML
Regex & pattern matching

BERT architecture & fine-tuning
Sentiment analysis with transformers
Named Entity Recognition (NER)
Zero-shot & few-shot classification
Question answering systems
Text summarization

Using LLMs for NLP tasks
Text generation & completion
Information extraction with LLMs
Multilingual NLP (Hindi & regional)
Document Q&A with RAG
Building NLP APIs

Fine-tuning LLMs (LoRA, QLoRA)
Topic modeling & clustering
Text analytics dashboards
NLP pipeline optimization
Production deployment patterns
Capstone: end-to-end NLP application

What You'll Learn

Build NLP applications end-to-end
Fine-tune BERT and LLMs for custom tasks
Implement sentiment analysis, NER, and classification
Create RAG-based document Q&A systems
Handle Hindi and multilingual text processing
Deploy NLP pipelines to production

Tools & Technologies You'll Master

Python

spaCy

Hugging Face Transformers

NLTK

OpenAI API

FastAPI

Python knowledge is required. Basic ML understanding is helpful but not mandatory.

Live Zoom classes, Monday to Thursday, 7:00 PM to 8:30 PM IST. 4 days per week, 90 minutes each.

₹24,999 ₹34,999 29% OFF

Duration 2 Months
Next Batch Jul 6, 2026
Timing Mon-Thu 7:00PM-8:30PM (Zoom)
Mode Live on Zoom
Level Intermediate
Sessions 32 sessions
Certificate Yes

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Module 1 Text Preprocessing & Classical NLP (Week 1-2)

Module 2 Transformer-Based NLP (Week 3-4)

Module 3 LLM-Powered NLP Applications (Week 5-6)

Module 4 Advanced NLP & Production (Week 7-8)

What You'll Learn

Tools & Technologies You'll Master

What are the prerequisites?

What is the class schedule?

Ready to build with AI?