Master cutting-edge Natural Language Processing (NLP) and Large Language Models (LLMs) through hands-on projects and real-world tools. Learn everything from classical NLP to LLM fine-tuning and AI agent deployment using PyTorch, Hugging Face, LangChain, and AutoGPT—with certification from E&ICT Academy, IIT Kanpur.
What You’ll Learn
- Build a solid foundation in classical NLP concepts, including tokenization, embeddings, and probabilistic models
- Implement deep learning-based NLP models such as RNNs, LSTMs, and Transformer architectures
- Understand GPT architectures and gain hands-on experience in fine-tuning LLMs using Hugging Face and PyTorch
- Develop end-to-end AI agents using LangChain, AutoGPT, and retrieval-augmented generation (RAG) pipelines
- Work on industry-relevant projects like feedback classifiers, custom GPT models, and RAG-based assistants
Skills you’ll gain
- Text Preprocessing
- Supervised & Unsupervised NLP Methods
- Topic Modeling
- Word Embeddings
- Probabilistic Language Modeling
- RNNs and LSTMs
- Transformer Architecture
- GPT Training
- LLM Fine-Tuning
- Agent & Pipeline Development using LangChain and AutoGPT
- Retrieval-Augmented Generation (RAG)
- LLMOps Fundamentals
Tools Covered
- Python
- NLTK
- TextBlob
- spaCy
- PyTorch
- Hugging Face Transformers
- LangChain
- AutoGPT
Features
- Learn from Global Experts
Get taught by experienced professors like Dr. Raghava Rao M from Copenhagen Business School, known for his work in AI and NLP. - Hands-On Learning with Real Projects
Work on practical projects like building chatbots and fine-tuning GPT models to gain real-world experience. - Certification from IIT Kanpur
Receive a respected certificate from E&ICT Academy, IIT Kanpur, adding strong value to your resume and career growth.
Target Audience
- Professionals and researchers in NLP and AI
- Data scientists and ML engineers seeking LLM proficiency
- Educators and tech-savvy faculty aiming to integrate NLP in research
- Entrepreneurs (interested in building real-world applications using NLP, LLMs, and GenAI tools.)
