Generative AI & LLM Development Course

Generative AI & LLM Development

Learn to develop real-world AI solutions with OpenAI, Hugging Face, LangChain, Vector Databases, Fas

The Generative AI & LLM Development Course in Calicut is a comprehensive 4-month industry-focused program designed to equip learners with the skills to build intelligent AI applications using the latest Large Language Models (LLMs), Generative AI frameworks, and modern development tools. This course combines AI fundamentals with practical implementation, enabling students to create enterprise-ready AI solutions for real-world business challenges.

Students will gain hands-on experience in Prompt Engineering, OpenAI APIs, Hugging Face Transformers, LangChain, LangGraph, Retrieval-Augmented Generation (RAG), AI Agents, Vector Databases, FastAPI, and cloud deployment. The curriculum emphasizes building scalable AI-powered applications such as intelligent chatbots, AI assistants, document question-answering systems, recommendation engines, content generators, and workflow automation platforms.

Throughout the program, learners will work on multiple real-time projects, industry case studies, and capstone applications while following best practices in AI security, responsible AI, model optimization, and deployment. By the end of the course, students will have a professional AI portfolio and the practical expertise required for careers as Generative AI Developers, LLM Engineers, AI Application Developers, Prompt Engineers, AI Solution Architects, and Intelligent Automation Specialists.

Month 1 - Python Programming & AI Foundations

  • Python Fundamentals
  • Variables, Data Types & Operators
  • Control Statements
  • Functions & Modules
  • Object-Oriented Programming
  • Exception Handling
  • File Handling
  • Virtual Environment & Package Management
  • NumPy
  • Pandas
  • Matplotlib & Seaborn
  • Introduction to AI, ML & Deep Learning
  • Git & GitHub Essentials

Month 2 - NLP, Transformers & Prompt Engineering

  • Natural Language Processing Fundamentals
  • Text Cleaning & Tokenization
  • Word Embeddings (Word2Vec, GloVe)
  • Sentence Transformers
  • Attention Mechanism
  • Transformer Architecture
  • BERT, GPT, T5 Overview
  • Llama, Mistral, Gemma Models
  • Prompt Engineering Fundamentals
  • Zero-shot, One-shot & Few-shot Prompting
  • Chain of Thought Prompting
  • Role Prompting
  • Structured Output Prompting
  • Prompt Evaluation & Optimization

Month 3 - LLM Development & RAG Systems

  • OpenAI API
  • Azure OpenAI
  • Google Gemini API
  • Anthropic Claude API
  • Hugging Face Transformers
  • Model Inference
  • Embeddings
  • Vector Databases
  • FAISS
  • ChromaDB
  • Pinecone
  • Milvus
  • Document Processing
  • Chunking Strategies
  • Semantic Search
  • Retrieval-Augmented Generation (RAG)
  • Production RAG Architecture
  • Document Question Answering
  • Knowledge Base Systems

Month 4 - AI Agents, LangChain & Full Stack AI Development

  • LangChain Fundamentals
  • Prompt Templates
  • Chains & Sequential Chains
  • Memory Management
  • Output Parsers
  • LangGraph
  • AI Agents
  • Multi-Agent Systems
  • Tool Calling
  • Function Calling
  • Model Context Protocol (MCP)
  • FastAPI
  • REST API Development
  • Authentication & JWT
  • React.js for AI Applications
  • Chat UI Development
  • Streamlit
  • Gradio
  • Docker
  • Kubernetes Basics
  • Cloud Deployment (AWS/Azure/GCP)

Last 15 Days - Advanced Generative AI Projects

  1. Enterprise AI Chatbot using RAG
  2. PDF Chat Application
  3. AI Resume Analyzer
  4. Voice AI Assistant (Speech-to-Text & Text-to-Speech)
  5. Medical AI Assistant
  6. Legal Document Analysis System
  7. AI Code Generator & Debugger
  8. Multimodal AI Application (Text + Image)
  9. AI Email Automation System
  10. AI Customer Support Agent
  11. Research Paper Summarizer
  12. Knowledge Management System
  13. Autonomous AI Agent Workflow
  14. Capstone Industry Project
  15. Portfolio Development & Deployment

Career Preparation & Placement

  • System Design for AI Applications
  • LLM Interview Questions
  • Python Coding Practice
  • GitHub Portfolio Development
  • Resume Building
  • LinkedIn Profile Optimization
  • Mock Technical Interviews
  • AI Coding Challenges
  • Open Source Contributions
  • Placement Assistance



Meet a Few of our Industry Experts in Calicut 🚀 Your Pathway to IT Career

Contact Name: Diya

Mobile: +91 91884 77559
Location: Calicut
Qualification & Skills: Higher secondary education, Ethical Hacking Problem solving Time Management Leadership team work Coding Game development   more..

Contact Name: Jayakrishna

Mobile: +91 98474 90866
Location: Calicut
Qualification & Skills: B. Tech, I have Done Full Stack Web Development In frontend technologies I've HTML CSS BOOTSTRAP JAVASCRIPT REACT JS In Backend technologies I've NODE JS EXPRESS JS SQLITE Programming Languages I've known  more..

Contact Name: Pavan

Mobile: +91 94975 90866
Location: Calicut
Qualification & Skills: B. Tech, I'm a fresher with skills like Python Django Rest Framework JavaScript HTML CSS and MySQL  more..

Contact Name: Suvrodeep

Mobile: +91 98474 90866
Location: Calicut
Qualification & Skills: B Tech, I have experience in Python Machine Learning Generative AI Flask SQL and cloud integration Built AI projects using LangChain Hugging Face Firebase and Streamlit Skilled in problem-solving teamwork and agile  more..

Contact Name: Guru

Mobile: +91 83010 10866
Location: Calicut
Qualification & Skills: Mca, Flutter dart html I am Flutter internship work in canny digital solution and I create my application   more..

Contact Name: Satish

Mobile: +91 91884 77559
Location: Calicut
Qualification & Skills: M. Tech, GIS Software: ArcGIS 10 8 AutoCAD 2016 Programming: Python SQL Domains: Utility Mapping (Electrical Gas) Data Validation Quality Control  more..

Contact Name: Harvinder

Mobile: +91 98474 90866
Location: Calicut
Qualification & Skills: B.Com, SharePoint Online (SPfx) React JS HTML CSS3 SCSS JavaScript TypeScript Git Figma  more..

Contact Name: Akshay

Mobile: +91 83010 10866
Location: Calicut
Qualification & Skills: diploma, Strong understanding of network and web application security Knowledge of penetration testing methodologies and tools Experience with Linux and Windows operating systems Familiarity with programming languages such as Python Excellent  more..

Contact Name: Aslah

Mobile: +91 98474 90866
Location: Calicut
Qualification & Skills: Bca, Aslah C Manjeri Kerala 8138825296 Dear Hiring Manager I'm writing to express my interest in the MERN Stack Developer position at nestsoft As a passionate and self-taught full stack developer  more..

Contact Name: ABDUL

Mobile: +91 98474 90866
Location: Calicut
Qualification & Skills: BTech, I have hands-on experience in building AI-powered apps including a recipe generator using Flutter and Gemini API I’ve worked across app web development IoT and AI and have integrated tools  more..

Contact Name: Akhilesh

Mobile: +91 94975 90866
Location: Calicut
Qualification & Skills: B.Tech, I have 1 8 years of Experience in Web based application testing My skills are Manual Testing API Testing Functional Testing Smoke Sanity Regression Testing Mysql Core Java   more..

Contact Name: Aditya

Mobile: +91 98474 90866
Location: Calicut
Qualification & Skills: Undergraduate, Unity Game Development Skills Unity (2D & 3D) C# Scripting Unity Ads & AdMob Integration Google Play Publishing Google Play Games SDK Animation & Animator Controller UI UX Implementation  more..

Contact Name: Suman

Mobile: +91 83010 10866
Location: Calicut
Qualification & Skills: B.Tech CSE, Dear sir madam I hope this message finds you well I am writing to express my interest in the Full Stack Developer position With hands-on experience in developing robust and  more..

Contact Name: Umar

Mobile: +91 98474 90866
Location: Calicut
Qualification & Skills: BTech CSE, C++ Unreal Engine DSA Software Design Patterns Game Development  more..

Contact Name: BADAL

Mobile: +91 98474 90866
Location: Calicut
Qualification & Skills: Bca, I am writing to express my interest in the WordPress Developer Internship As a passionate web developer with experience in Wordpress HTML CSS and JavaScript I am excited about the  more..

Contact Name: VARUN

Mobile: +91 91884 77559
Location: Calicut
Qualification & Skills: Master in Science, AI ML GenAI Python Linux  more..

Contact Name: ANOOP

Mobile: +91 83010 10866
Location: Calicut
Qualification & Skills: MCA, I am a skilled Backend Developer with expertise in Python Django and full-stack application development Currently I contribute to Greekslabs Technologies Pvt Ltd focusing on web development algo trading and  more..

Contact Name: Viji

Mobile: +91 94975 90866
Location: Calicut
Qualification & Skills: B.sc Computer Science, Dear Sir Madam I am excited to apply for the Flutter Developer position at your company With two year of professional experience and a Bachelor’s degree in Computer Science I  more..

Contact Name: Shashiraj

Mobile: +91 83010 10866
Location: Calicut
Qualification & Skills: Diploma in Information Science, Flutter Dart BLoC Firebase Api integration android app deployment Ios app deployment  more..

Contact Name: Karuna

Mobile: +91 94975 90866
Location: Calicut
Qualification & Skills: MCA, “Proficient in ASP NET Core MVC PHP Angular and Python with hands-on experience in developing full-stack web applications database integration API development and project deployment Skilled in problem-solving debugging and  more..

Contact Name: Akshay

Mobile: +91 98474 90866
Location: Calicut
Qualification & Skills: BBA, BusinessApplication for Meanstack Developer Mean Stack  more..

Contact Name: Prince

Mobile: +91 91884 77559
Location: Calicut
Qualification & Skills: Bachelor of vocation, software development, I have hands-on experience in developing AI and GenAI applications including building an Assistant Summarizer chatbot using LangChain Groq LLM and FAISS for multi-modal YouTube and PDF summarization with 95%  more..

Contact Name: Jaspal

Mobile: +91 83010 10866
Location: Calicut
Qualification & Skills: BCA, Knowledge Experience in installation and configuration of VMware hypervisor Data Backup Nas Storage Device Windows os (xp 7 8 0 11) Mgmt Windows Server Mgmt Linux os Mac book Networking  more..

Contact Name: Sumit

Mobile: +91 91884 77559
Location: Calicut
Qualification & Skills: , I'm Sumit Dipak Patil (WIX expert) from Amalner MH (425401) Education- B tech ME CGPA 7 84 (2022) Skill: HTML CSS JavaScript basic JQuery Angular node Js Web developer Frontend  more..

Contact Name: Prathesh

Mobile: +91 91884 77559
Location: Calicut
Qualification & Skills: BCA , I am Prathesh Kumar (Fresher) I Study Bachelor of Computer Applications graduate with a 84% score in academics Strong in design and integration with intuitive problem-solving skills Proficient in HTML  more..

Contact Name: KavyaSagar

Mobile: +91 83010 10866
Location: Calicut
Qualification & Skills: BE in Computer Science Engineering, I worked as Artificial Intelligence Intern at Zephyr Technologies Mangalore I am proficiency in Python Java Machine Learning Data Science Nosql   more..

Contact Name: Nisha

Mobile: +91 94975 90866
Location: Calicut
Qualification & Skills: M.E(IT), Python PANDAS MATPLOTLIB MYSQL  more..

Contact Name: Teena

Mobile: +91 83010 10866
Location: Calicut
Qualification & Skills: Mca, Android skill 1year experience (Android+ internship)  more..

Contact Name: Nitishkant

Mobile: +91 94975 90866
Location: Calicut
Qualification & Skills: B. E. IN COMPUTER SCIENCE, Java Selenium Python Pytest TestNG and TestComplete Cucumber  more..

Contact Name: Kiran

Mobile: +91 98474 90866
Location: Calicut
Qualification & Skills: MCA, Android Studio Git Postman PayPal Payment Gateway Zoom Video SDK 3D secure payment using stripe Kizitonwose Calendar SDK Social login Integration [google Facebook Microsoft LinkedIn] Google map SDK MySQL SQLite  more..