Course Objective

  • • Build Necessary Foundation for an End to End Application Development using Large Language Models with Python, Vector databases, and Langchain.
  • • Complete a Capstone project using above Tech Stack and an LLM.

Pre-Requisite

  • – Student having Computer Science Background
  • – Students registering for this program should have good coding skill on Python.
  • – Hands on experience on Database system

Course Details

Program Duration :

120 Hours of Classroom with classroom based coding assignments spread over 24 weeks

Program Highlights :

  •   – Industry vetted curriculum.
  •  – 90 Hours of Live Classes and Lab.
  •  – An End to End Project using LLM, Vector DataBases, and Langchain

Highlight on Theory Syllabus (60-90 Hours) :

  • – Concepts on AI/ML, Neural Nets, Transformers & GenAI.
  • – Concepts on LLMs, Image Models, Embeddings Models.
  • – Prompt Engineering and In-context Learning.
  • – Generation, Sampling Parameters.
  • – Langchain Framework for LLM interactions.
  • – Vector Databases: The what, why and how.
  • – Retrieval Augmentation Generations with LLMs.
  • – Python FastAPI Web Development Framework.

Highlight on Capstone Project (30 Hours):

Students build a LLM powered chatbot from scratch based on industry use case. The various components required for the web application are built thru home assignments given for various learning modules followed by a 2-week dedicated project work period where the students complete developing the chatbot application.

This is followed by presenting the project and facing a viva on the project to a panel built by respective faculty and industry representatives.

  •  – Build a Web based chatbot using Langchain, an LLM and RAG Architecture.
  • – FrontEnd:
  •        – HTML, Javascript and CSS
  • – BackEnd: 
  •        – Flask/FastAPI & Langchain.
  •        – Vector Database: ChromaDB/PineCone.

Career Counseling and Interview readiness:

  • – Each student registered in our program get individual career counseling sessions at the beginning of the program.
  • – Each batch of student is assigned a dedicated mentor from industry to provide various guidance which they continue to do till
  •     6 months post course completion.
  • – Other services like Mock interview, Resume Preparation, Offer Letter Mentoring etc is also provided.
  • – We are creating a network of industry partners who will offer internship opportunity to top performers of the program.