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Diploma in Full Stack AI Development

This Diploma in Full Stack AI Development takes you from modern web development with HTML, CSS, JavaScript, React, Node.js, and MongoDB to AI-powered applications using LLMs, Prompt Engineering, RAG, AI Agents, MCP, LangGraph, and AI Automation. Build practical development skills through industrial projects and explore full-stack AI SaaS development.

DURATION: 12 Months
PROJECTS: 17
CLASSES: 90
BONUS TRACK: 5

Diploma in Full Stack AI Development course

Offline �� Theory + Lab Online live Recorded video

YOU'LL LEARN Artificial Intelligence (AI)

Overview Curriculum Projects Career Reviews FAQ

OVERVIEW

COURSE OVERVIEW

Software development is evolving beyond traditional websites and applications. AI is changing how developers build products, connect intelligent systems, and automate complex tasks. The future belongs to developers who understand both full-stack engineering and AI—and can turn ideas into practical, intelligent applications.

Modern Frontend Development
Backend Engineering & REST APIs
Database Design & Management
AI-Assisted Software Development
Large Language Models & Prompt Engineering
RAG & Intelligent Applications
AI Agents, LangGraph & MCP
AI Automation & Full Stack AI SaaS

Who it's for

Freelancers

Graduates

Job seekers

Students

Prerequisites

Basic computer skills

Basic English reading

Desktop or laptop

Internet connection

Our Facilities

24/7 Support

Career Placement Support

CIT.Tools

CURRICULUM

20 Modules, 95 Classes

95 classes 17 projects 67 resources 2 recorded videos

Introduction to AI-powered frontend development, prompting, HTML structure and semantics, CSS fundamentals, layouts, positioning, responsive design, and UI polish.

ON CAMPUS THEORY

6 classes

LAB PRACTICAL

2 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	AI-Powered Frontend Introduction — Web, Frontend Career, AI Development, ChatGPT, Claude, Cursor, Copilot	Theory
Class 2	AI Prompting + HTML Basics — HTML Structure, Tags, Elements, Attributes	Theory
Class 3	HTML Complete — Links, Images, Lists, Tables, Forms, Semantic HTML, Accessibility	Theory
Class 4	CSS Fundamentals — Selectors, Colors, Units, Typography, Box Model	Theory
Class 5	CSS Flexbox — Display, Flexbox, Navbar, Cards & Layout	Lab
Class 6	Position — Position, Z-index, ::after, ::before	Theory
Class 7	Responsive Design — Mobile First, Media Query, Breakpoints & Responsive UI	Lab
Class 8	CSS Polish + Project — Transition, Transform, Hover, Focus & UI Improvement	Theory

CAREER PATH

Frontend Developer, Web Designer

Learn Tailwind CSS utility classes and use AI-assisted UI generation, layout planning, responsive design, and customization.

ON CAMPUS THEORY

2 classes

ONLINE THEORY

1 class

CLASSES

CLASS	TOPIC	TYPE
Class 1	Tailwind CSS Fundamentals — Utility Classes, Spacing, Colors, Typography, Flex & Grid	Theory
Class 2	AI UI/UX + Tailwind — AI UI Generation, Layout Planning, Responsive UI & Customization	Theory
Class 3	Review Class	Online

CAREER PATH

Frontend Developer, UI Developer

Build JavaScript foundations with variables, data types, operators, logic, functions, arrays, objects, DOM events, asynchronous JavaScript, and API handling.

ON CAMPUS THEORY

5 classes

LAB PRACTICAL

1 class

ONLINE THEORY

2 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	JavaScript Basics — Variables, Data Types, Operators & Template Literals	Theory
Class 2	JavaScript Logic — Conditionals, Logical Operators & Loops	Theory
Class 3	Functions & Scope — Functions, Parameters, Return, Arrow Functions & Scope	Theory
Class 4	Arrays & Objects — Arrays, Objects, map, filter, find, Destructuring & Spread	Theory
Class 5	DOM & Events — DOM, Selectors, Events & Form Handling	Lab
Class 6	Async JavaScript + API — Promise, Async/Await, JSON, Fetch, Loading & Error Handling	Theory
Class 7	Review Class	Online
Class 8	Review Class	Online

CAREER PATH

JavaScript Developer, Frontend Developer

Understand REST APIs and CRUD operations, then build React applications using components, JSX, props, state, events, forms, validation, and API integration.

ON CAMPUS THEORY

4 classes

LAB PRACTICAL

1 class

CLASSES

CLASS	TOPIC	TYPE
Class 1	REST API & CRUD — REST, HTTP Methods, GET, POST, PUT/PATCH, DELETE & CRUD	Theory
Class 2	React Introduction — React Setup, JSX, Components & Project Structure	Theory
Class 3	Props, State & Events — Props, useState, Events, Conditional & List Rendering	Theory
Class 4	React Forms — Controlled Components, Forms, Validation & Reusable Components	Lab
Class 5	useEffect + API — useEffect, API, Loading & Error State	Theory

CAREER PATH

React Developer, Frontend Developer

Create a responsive admin dashboard with navigation, statistics, data tables, API integration, CRUD forms, refactoring, GitHub, and deployment.

ON CAMPUS THEORY

3 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	Admin Dashboard UI — Sidebar, Navbar, Cards, Stats & Responsive Layout	Theory
Class 2	Dashboard API + CRUD — Data Table, API, Forms, POST, Update & Delete	Theory
Class 3	Dashboard Completion — CRUD UI, Refactoring, Responsive Design, GitHub & Deployment	Theory

CAREER PATH

Frontend Developer, React Developer

Practice Git and GitHub workflows, prepare a portfolio, deploy projects, and present work while exploring interview and freelancing preparation.

LAB PRACTICAL

2 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	GitHub + Portfolio — Git, Commit, Push, Pull, README & GitHub Profile	Lab
Class 2	Final Portfolio + Career — Deployment, Project Presentation, Interview & Freelancing	Lab

CAREER PATH

Frontend Developer, Freelance Web Developer

Refresh backend concepts and modern JavaScript, then learn Node.js runtime fundamentals, modules, environment variables, file handling, events, and basic HTTP servers.

ON CAMPUS THEORY

4 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	Backend & JavaScript Refresher — Backend concepts, Client–Server Architecture, HTTP basics, ES6+, Destructuring, Spread/Rest, Array Methods, Objects, Modules & Developer Prompting	Theory
Class 2	Async JavaScript for Backend — Callback, Promise, Async/Await, Event Loop, Error Handling, API Request & Developer Prompting	Theory
Class 3	Node.js Fundamentals — Node.js Runtime, V8, npm, package.json, Dependencies, Modules, Environment Variables & Developer Prompting	Theory
Class 4	Node.js Core — fs, path, http, Events, File Handling, JSON Data, Basic HTTP Server & Developer Prompting	Theory

CAREER PATH

Backend Developer, Node.js Developer

Build backend APIs with Express.js, organize middleware and controllers, apply REST principles, validate inputs, test APIs, and use Git-based workflows.

ON CAMPUS THEORY

2 classes

LAB PRACTICAL

2 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	Express.js Fundamentals — Express Setup, Routing, HTTP Methods, Request/Response, Params, Query, Body & Developer Prompting	Theory
Class 2	Backend Architecture — Middleware, Custom Middleware, Controllers, Services, Separation of Concerns, Folder Structure & Developer Prompting	Theory
Class 3	REST API Development — REST Principles, Status Codes, Headers, Response Structure, Error Handling, API Naming & Developer Prompting	Lab
Class 4	Validation, Testing & Git — Input Validation, Postman, API Testing, Git, GitHub, README, .gitignore & Developer Prompting	Lab

CAREER PATH

Backend Developer, Node.js Developer

Learn relational database concepts, SQL queries, relationship design, normalization, constraints, indexing basics, and Prisma-based data access.

ON CAMPUS THEORY

3 classes

LAB PRACTICAL

2 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	Database Fundamentals & PostgreSQL — Database Concepts, SQL vs NoSQL, PostgreSQL, Tables, Rows, Columns, Primary/Foreign Keys, Relationships & Developer Prompting	Theory
Class 2	SQL Fundamentals — SELECT, INSERT, UPDATE, DELETE, WHERE, ORDER BY, LIMIT, JOIN, Aggregation & Developer Prompting	Theory
Class 3	Database Design — ERD, One-to-One, One-to-Many, Many-to-Many, Normalization, Constraints, Indexing Basics & Developer Prompting	Theory
Class 4	Prisma ORM — Setup, Schema, Models, Migrations, Prisma Client, CRUD & Developer Prompting	Lab
Class 5	Prisma Relations & Queries — Relations, Include/Select, Filtering, Pagination, Transactions Basics, Query Optimization & Developer Prompting	Lab

CAREER PATH

Backend Developer, Database Developer

Work with document databases using MongoDB and Mongoose, and explore Redis, in-memory data, TTL, and caching patterns in Node.js.

ON CAMPUS THEORY

1 class

LAB PRACTICAL

2 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	MongoDB Fundamentals — NoSQL, Documents, Collections, BSON, CRUD, MongoDB Data Modeling, SQL vs MongoDB & Developer Prompting	Theory
Class 2	MongoDB with Node.js — Mongoose, Schema, Model, CRUD, References, Querying, Validation & Developer Prompting	Lab
Class 3	Redis & Caching — Redis Fundamentals, In-Memory Data, Caching, TTL, Cache-Aside Pattern, Redis with Node.js & Developer Prompting	Lab

CAREER PATH

Backend Developer, Node.js Developer

Implement password hashing, JWT authentication, protected routes, refresh tokens, role-based permissions, and common backend security practices.

ON CAMPUS THEORY

2 classes

LAB PRACTICAL

2 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	Authentication Fundamentals — Authentication vs Authorization, Registration, Login, Password Hashing, bcrypt, Secure Password Handling & Developer Prompting	Theory
Class 2	JWT Authentication — JWT, Access Token, Token Payload, Protected Routes, Auth Middleware & Developer Prompting	Theory
Class 3	Authorization & RBAC — Refresh Token, Roles, Permissions, Role-Based Access Control, Admin/User/Instructor & Developer Prompting	Lab
Class 4	Backend Security — CORS, Helmet, Rate Limiting, Input Sanitization, Environment Variables, Common API Vulnerabilities & Developer Prompting	Lab

CAREER PATH

Backend Developer, API Developer

Improve APIs with reusable query utilities, documentation, layered architecture, refactoring, caching strategies, scalability, and performance fundamentals.

ON CAMPUS THEORY

2 classes

LAB PRACTICAL

2 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	Advanced REST API — Pagination, Filtering, Searching, Sorting, Query Parameters, Reusable Query Utilities & Developer Prompting	Theory
Class 2	API Documentation — Swagger/OpenAPI, Endpoint Documentation, Request/Response Examples, Authentication Docs, Error Docs & Developer Prompting	Theory
Class 3	Backend Architecture & Refactoring — MVC, Layered Architecture, Controller, Service, Repository, Modular Architecture, Configuration & Developer Prompting	Lab
Class 4	System Design for Backend — Client-Server, Request Lifecycle, SQL vs NoSQL, Caching, Redis, Scalability, Indexing, Performance & Developer Prompting	Lab

CAREER PATH

Backend Developer, Software Engineer

Plan and develop e-commerce backend APIs covering architecture, data modeling, authentication, product and category management, carts, wishlists, orders, reviews, caching, and testing.

ON CAMPUS THEORY

4 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	E-Commerce Project — Requirements, System Architecture, ERD, Database Schema, API Planning, Authentication & Project Structure	Theory
Class 2	E-Commerce Core APIs — Auth, Users, Products, Categories, Admin APIs, Search, Filtering & Pagination	Theory
Class 3	E-Commerce Advanced APIs — Cart, Wishlist, Orders, Reviews, Redis Caching, Security, Error Handling & Swagger	Theory
Class 4	Debugging, Query Optimization, Redis Review, Security Audit, Refactoring, API Testing & Project Presentation	Theory

CAREER PATH

Backend Developer, Full Stack Developer

Design and build LMS backend features for courses, modules, lessons, user roles, enrollment, student progress, access control, and secure documented APIs.

ON CAMPUS THEORY

4 classes

RECORDED VIDEO

2 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	LMS Project — Requirements, Architecture, ERD, Database Design, Course, Module, Lesson & User Roles	Theory
Class 2	LMS Core APIs — Authentication, Roles, Course Management, Module/Lesson APIs, Instructor APIs & Enrollment	Theory
Class 3	LMS Advanced APIs — Student Progress, Access Control, Search, Filtering, Pagination, Redis, Security & Swagger	Theory
Class 4	Project Presentation, Architecture Defense, Backend Interview, SQL, MongoDB, Redis, JWT, System Design, AI-Assisted Coding & Developer Prompting	Theory
Class 5	Multi Vendor Ecommerce	Recorded
Class 6	System Design	Recorded

CAREER PATH

Backend Developer, Full Stack Developer

Understand generative AI, large language models, prompt engineering, tool calling, and chatbot development.

ON CAMPUS THEORY

5 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	Foundation of Generative AI & LLM	Theory
Class 2	Prompt Engineering	Theory
Class 3	Working with LLMs	Theory
Class 4	Tool Calling	Theory
Class 5	Build your own Chatbot	Theory

CAREER PATH

AI Application Developer, Full Stack AI Developer

Learn RAG concepts and build a company internal chatbot that answers questions from organizational knowledge.

ON CAMPUS THEORY

3 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	Retrieval-Augmented Generation (RAG)	Theory
Class 2	Company Internal Chatbot using RAG Part-1	Theory
Class 3	Company Internal Chatbot using RAG Part-2	Theory

CAREER PATH

AI Application Developer, RAG Engineer, Full Stack AI Developer

Explore agentic AI frameworks, construct custom graphs with LangGraph, and develop a Google Calendar personal assistant.

ON CAMPUS THEORY

5 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	Agentic AI & Frameworks	Theory
Class 2	Build Custom Graphs with LangGraph	Theory
Class 3	Personal Assistant with Google Calendar Part-1	Theory
Class 4	Personal Assistant with Google Calendar Part-2	Theory
Class 5	Personal Assistant with Google Calendar Part-3	Theory

CAREER PATH

AI Agent Developer, AI Application Developer

Study agent observability and advanced RAG, then build RAG and multi-agent projects with human oversight.

ON CAMPUS THEORY

7 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	Agent Observability	Theory
Class 2	Advanced RAG	Theory
Class 3	Project Using RAG	Theory
Class 4	Multi-Agent System	Theory
Class 5	Multi-Agent System Project	Theory
Class 6	Multi-Agent System Project	Theory
Class 7	Human-in-the-Loop	Theory

CAREER PATH

AI Agent Developer, RAG Engineer, AI Solutions Developer

Build generative UI experiences and learn to work with MCP by creating local and remote MCP servers and an MCP client.

ON CAMPUS THEORY

7 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	Generative UI Project	Theory
Class 2	Generative UI Project	Theory
Class 3	Generative UI Project	Theory
Class 4	Working with MCP	Theory
Class 5	Build Local MCP	Theory
Class 6	Build Remote MCP	Theory
Class 7	Build MCP Client	Theory

CAREER PATH

Full Stack AI Developer, AI Integration Developer

Develop a next-generation AI-powered image editor through a multi-class project implementation.

ON CAMPUS THEORY

5 classes

CLASSES

CLASS	TOPIC	TYPE
Class 1	Build a Next Gen AI Image Editor	Theory
Class 2	Build a Next Gen AI Image Editor	Theory
Class 3	Build a Next Gen AI Image Editor	Theory
Class 4	Build a Next Gen AI Image Editor	Theory
Class 5	Build a Next Gen AI Image Editor	Theory

CAREER PATH

AI Application Developer, Full Stack AI Developer

18 more modules to explore

FREE CLASS

Try a free class before you enroll

Share your details and our team will reserve your seat in an upcoming free class of Diploma in Full Stack AI Development.

PRACTICAL LEARNING

Projects you'll actually build

Every project is portfolio-grade and presented with mockups, the way a client would receive it.

Responsive Website UI Project

Build a responsive website using HTML, CSS, and modern layout techniques.

AI-Assisted UI/UX Project

Create and customize user interfaces using AI-assisted design workflows and Tailwind CSS.

JavaScript DOM Manipulation Project

Build an interactive web application using JavaScript, DOM manipulation, and browser events.

React CRUD Application

Develop a React application with forms, API integration, and create, read, update, and delete operations.

Admin Dashboard Project

Build an admin dashboard with navigation, statistics cards, data tables, and management features.

more practical projects across the course modules.

CAREER OUTCOME

Where this course leads

STEP 01

Career Counselling

Free consultation & path planning
STEP 02

Admission & Onboarding

Enrol, orientation & kick-off
STEP 03

Course Start

4 month, 51 classes begin
STEP 04

Learning & Practice

Theory, lab & AI workflows
STEP 05

Project & Portfolio Building

27 client-grade builds
STEP 06

Assessment & Certification

Viva, exam & course certificate
STEP 07

Career Preparation

CV, interview & portfolio polish
STEP 08

Career & Earning

Placement referral or freelance
JOB PLACEMENT Explore placement See how we help graduates land their first job. Learn more

Roles graduates move into

Creative IT's career placement department prepares your CV and portfolio and refers you to matched companies. We don't guarantee employment, outcomes depend on your own work.

Full Stack AI Developer

AI Application Developer

Generative AI Developer

LLM Application Developer

Backend Developer

React.js Developer

Next.js Developer

Software Engineer (AI Applications)

Freelance Full Stack & AI Developer

STUDENT REVIEWS

4.8 rated by our students

Rakib HasanNetwork Administrator

"Lab support and mentor feedback were excellent. The portfolio I built here helped me get my first paid work."

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Tanvir AhmedYouTube Editor

"Lab support and mentor feedback were excellent. The portfolio I built here helped me get my first paid work."

Nusrat JahanVideo Editor

"The Video Editing with Premiere Pro course was practical from day one. The mentors explained everything clearly and the projects helped me build real confidence."

Arif Hossain3D Modeler

"Lab support and mentor feedback were excellent. The portfolio I built here helped me get my first paid work."

Jannatul Ferdous3D Artist

"The 3D Modeling & Rendering with Blender course was practical from day one. The mentors explained everything clearly and the projects helped me build real confidence."

Mehedi HasanMarketing Executive

"Lab support and mentor feedback were excellent. The portfolio I built here helped me get my first paid work."

Sadia IslamDigital Marketer

"The Digital Marketing Professional course was practical from day one. The mentors explained everything clearly and the projects helped me build real confidence."

Video testimonials

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COURSE FAQ

Before you enroll

To enroll at Creative IT Institute, choose your preferred course and enroll online or in person at your nearest campus. If needed, our counsellors can help you pick the course that suits you best.

Our counsellors will help you choose the right course based on your interests and career goals.

Our courses run online, offline and in a hybrid format that combines both, so students can learn in the way that suits them.

Yes, you get direct support and guidance from experienced mentors throughout the course.

Yes. Creative IT Institute is ISO 9001 certified and issues a course certificate after you complete your assessments and projects.

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Questions? Call 01777308777

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