Generative AI Program: LangChain, RAG, GANs & Deployment

Generative AI Program

Learn how to use Generative AI to build real-world applications. This course takes you from NLP basics to advanced techniques like GANs, VAEs, and RAG. The program focuses on hands-on coding, project-based learning, and deployment skills.

15K+ Students

5 Months

Certificate

Gen AI

GPT + GANs + RAG

Who Can Join?

This course is designed for:

Software developers who want to add AI features to apps

Data scientists and ML engineers who want practical generative AI experience

Tech professionals and researchers interested in NLP, transformers, and image generation

Beginners to intermediates who want to learn through coding and projects

What You'll Learn

The course is divided into 8 modules + a capstone project:

Fundamentals of Generative AI & NLP

Basics: tokenization, named entity recognition, word embeddings

Language Models & LangChain

Build workflows and multi-step Q&A systems with LangChain

Fine-Tuning Transformers

Customize BERT, GPT-2, and T5 for text generation and Q&A

Retrieval-Augmented Generation (RAG)

Use RAG to improve accuracy and scalability in language models

Image Generation with GANs & VAEs

Create and translate images using DCGAN, CycleGAN, StyleGAN, and VAEs

Advanced NLP & GAN Architectures

Train WGANs, CGANs, and fine-tune BERT for specific domains

Deployment & Scalability

Deploy AI apps on AWS, Azure, or GCP with Docker and Streamlit

Real-World Use Cases & Ethical AI

Apply Generative AI in industries with responsible AI practices

Learning Outcomes

After completing this program, you'll be able to:

Build and fine-tune modern language and vision models

Build step-by-step NLP workflows using LangChain and Hugging Face

Implement GANs and VAEs for advanced image generation

Deploy AI apps on cloud platforms with real-time scalability

Handle ethical challenges in real-world AI use

Complete a capstone project showing end-to-end AI skills

Real-World Projects

You'll work on projects such as:

Text Classification with NLP

Build your first NLP model with tokenization and embeddings

Multi-step Q&A System

Using LangChain for complex question-answering workflows

Fine-tuned Text Generator

Customize language models with Hugging Face transformers

RAG-powered Knowledge Assistant

Internal knowledge base with retrieval-augmented generation

CycleGAN Image Translator

Style transfer and image-to-image translation with GANs

GAN-powered Image App

Advanced image generation with StyleGAN or DCGAN

Deployed GPT Chatbot

Cloud deployment of conversational AI applications

Full AI Application Capstone

End-to-end generative AI solution with deployment

COURSE BENEFITS

PLACEMENT ASSISTANCE

*MIN 5 COMPANY WALK-INS

GitHub portfolio and Job-ready resume to enhance career prospects.

Course Features

Resume & LinkedIn Building

1:1 Mock Interviews

100% Hands-on

Certification

1000+ students enrolled