Professional Certification in Building LLMs
Master Classical NLP, Transformers, and LLMs with Python, PyTorch, Hugging Face, LangChain, and AutoGPT
- Certificate from E&ICT Academy, IIT Kanpur upon successful completion
- 100+ hours of live and hands-on learning with expert faculty guidance
- Build deployable AI agents through real-world projects in NLP and LLMs
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Intermediate Level
Online Live
Interactive Instructor-Led Sessions
4 Months
Course Duration
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 PreprocessingSupervised & Unsupervised NLP MethodsTopic ModelingWord EmbeddingsProbabilistic Language ModelingRNNs and LSTMsTransformer ArchitectureGPT TrainingLLM Fine-TuningAgent & Pipeline Development using LangChain and AutoGPTRetrieval-Augmented Generation (RAG)LLMOps Fundamentals
Tools
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.
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.