Generative AI Web Dev Bootcamp: LLMs, RAG & AI Engineering (Udemy.com)
Build AI Apps, Agents, Chatbots & Responsive Websites with HTML, CSS, JavaScript, APIs, LLMs & RAG
Created by: Creative Online School
Last updated June 2026
What you will learn
- Build responsive AI-powered websites using HTML, CSS, JavaScript, APIs, and modern frontend development techniques for desktop and mobile users.
- Develop intelligent AI applications that integrate Large Language Models (LLMs) to generate content, answer questions, and automate tasks.
- Create production-ready AI chatbots with conversation memory, context management, streaming responses, and modern user interfaces.
- Design and implement Retrieval-Augmented Generation (RAG) systems using embeddings, vector databases, semantic search, and knowledge retrieval.
- Build autonomous AI agents that use tools, APIs, reasoning workflows, and multi-step decision-making to solve real-world problems.
- Develop, deploy, and scale full stack AI applications by combining frontend interfaces, backend APIs, databases, and AI services.
How it compares
Against the other 95 rated Udemy courses in HTML 5 on CourseDuck:
- Rating4.2 out of 5higher than 17% of them
- Reviews3,128#10 of 96 by number of reviews
- Length6.3 hourslonger than 70% of them
- Last updatedJune 2026more recently than 94% of them
Quality Score
Overall Score : 84 / 100
Course Description
=== Our students reviews regarding this course ===
"This course deserves more than 200$" -- Mohamed Laqlii
"A-class course. So excited that I am taking it." -- Krassimir Boyanov
"Great and very clear teaching. Easy to understand and follow, I highly recommend this class." -- Kingsley Onuoha
"Very easy to understand, the instructor has a mastery of the subject." -- Carlos Rivera
"I enjoyed this course, the instructor has good knowledge of the subject, the lesson plans are prepared and explained well." -- Michael Pritchard
The future of web development is being transformed by Artificial Intelligence.
Modern developers are no longer building only static websites or traditional web applications. Today's most valuable software engineers can create intelligent applications that understand natural language, automate complex tasks, interact with users through conversational interfaces, retrieve information from knowledge bases, and integrate powerful AI models into production-ready web applications.
This comprehensive bootcamp is designed to help you become one of those developers.
Whether you are a complete beginner, a web developer looking to add AI skills, a software engineer wanting to build AI-powered applications, or an entrepreneur interested in creating the next generation of intelligent products, this course provides the practical knowledge and hands-on experience needed to succeed.
Unlike many courses that focus only on theory or isolated technologies, this bootcamp combines modern web development and Generative AI into a single learning path. You will learn how to build responsive websites, full stack applications, AI-powered tools, intelligent chatbots, autonomous AI agents, Retrieval-Augmented Generation (RAG) systems, and production-ready AI applications from scratch.
You will begin with the foundations of modern web development. Starting with HTML, CSS, and JavaScript, you will learn how websites are structured, styled, and made interactive. You will then move on to responsive web design techniques that ensure your applications work seamlessly across desktops, tablets, and mobile devices.
Next, you will master modern JavaScript development and learn how to build dynamic user experiences using industry-standard practices and tools. You will discover how APIs work, how applications communicate with external services, and how data flows through modern software systems.
As you progress, you will learn frontend application development using React, one of the most widely used JavaScript libraries in the industry. You will build reusable components, manage application state, create dynamic interfaces, consume APIs, and develop professional-grade user experiences.
The course then moves into backend development where you will learn Node.js and Express. You will create REST APIs, handle authentication and authorization, process user requests, manage application logic, and build scalable backend services that power modern web applications.
Database management is another essential skill covered throughout the bootcamp. You will learn how to design and manage databases, perform CRUD operations, model application data, and connect frontend and backend systems into complete full stack solutions.
Once the web development foundation is established, you will transition into the exciting world of Generative AI.
You will learn how Large Language Models (LLMs) work and how developers can integrate them into real-world applications. Instead of treating AI as a black box, you will understand the architecture, capabilities, limitations, and practical implementation strategies behind modern AI systems.
Prompt engineering is covered in depth, teaching you how to design effective prompts, improve model outputs, structure conversations, and create reliable AI-powered workflows.
You will learn how to connect web applications with leading AI APIs and services. By integrating language models into your projects, you will build intelligent applications capable of generating content, answering questions, summarizing information, assisting users, and automating repetitive tasks.
A major focus of this course is chatbot development.
You will build modern conversational systems that maintain context, manage conversations, retrieve information, and provide meaningful responses. These skills are increasingly valuable as businesses across industries adopt AI-powered customer support, virtual assistants, and conversational interfaces.
The course also explores AI Agents, one of the fastest-growing areas of AI development.
You will learn how agents use reasoning, planning, memory, tools, and external resources to perform multi-step tasks. You will design workflows that enable AI systems to automate processes, gather information, execute actions, and solve complex problems with minimal human intervention.
Retrieval-Augmented Generation (RAG) is another key topic covered extensively throughout the program.
RAG has become one of the most important techniques for building reliable AI applications because it allows models to access external knowledge sources instead of relying solely on training data. You will learn how embeddings work, how vector databases store semantic information, how similarity search operates, and how to build complete RAG pipelines that power intelligent knowledge assistants and document question-answering systems.
Throughout the bootcamp, you will gain hands-on experience building practical projects that mirror real-world development scenarios. These projects are designed to strengthen your skills while creating a portfolio that demonstrates your capabilities to employers and clients.
Projects include:
Responsive business websites
Personal portfolio websites
Interactive JavaScript applications
React web applications
REST API services
Full stack web applications
AI-powered productivity tools
Intelligent chatbots
AI content generation platforms
RAG-powered knowledge assistants
AI agents and automation systems
End-to-end AI web applications
Beyond development, you will also learn important topics related to deployment, scalability, security, and performance optimization. Understanding how to move applications from development to production is a critical skill for modern developers, and this course ensures you gain practical experience with the entire application lifecycle.
By the end of this bootcamp, you will be able to:
Build responsive websites using HTML, CSS, and JavaScript
Create modern frontend applications with React
Develop backend APIs using Node.js and Express
Instructor Details
- 4.2 Rating
3,128 Reviews
Creative Online School
Creative Online School is a modern technology education platform dedicated to helping learners master the skills required for the digital and AI-powered economy. We provide professional, industry-focused training in Artificial Intelligence (AI), Machine Learning, Generative AI, Software Engineering, Cloud Computing, DevOps, Cybersecurity, Data Engineering, Data Science, and modern software architecture.
Our learning approach emphasizes hands-on, project-based education, enabling students to gain real-world experience by building practical applications, cloud-native systems, AI solutions, and scalable software products. Courses are designed for beginners, professionals, developers, engineers, entrepreneurs, and lifelong learners seeking to advance their careers and stay competitive in a rapidly evolving technology landscape.
By combining expert instruction, practical projects, industry best practices, and career-oriented learning paths, Creative Online School empowers individuals to develop in-demand technical expertise, solve complex business problems, and confidently pursue opportunities in today's technology-driven world. Our mission is to make high-quality technology education accessible, practical, and relevant for the future of work.
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Reviews
By Eyosias Tilahun on 12/3/2023
This course is just amazing. The guy is clearly knowledgeable and lessons are structured in a way a beginner gets good grasp of the subject and have experience in building websites.
By Ashwini Kishor on 8/5/2023
All the learning accent is very helpful for me as a new learner ,i really thankful to Creative Online School and Udemy plateform for providing this course in appropriate knowledge and also economically.
By Queenee R. Vidad on 3/23/2021
The lectures were very understandable, especially the jquery where I find it hard to understand back then. Now I have better understanding how HTML, CSS, BootStrap, and Jquery works. I just wish the instructor talked more on how to make a website responsive. I understood that the meta tag plays part on it, but I'm not sure if its enough to make an entire webpage responsive. Overall it was a great learning and I'm satisfied
By Gianni Casadei on 12/8/2020
el curso proporciona una buena enseñanza básica en la mayoría de los programas de Front-End, es una buena opción para empezar y luego entender a la hora de masterizar tus habilidades. Muy recomendable y completo.
By Ramil TK on 11/21/2020
Good Class.
But some the video part is not showing clearly,but its okey.
By Lutvi Angreani on 11/14/2020
SO GOOD!!!!!!!!!
By Harikrishnan P on 11/7/2020
good to know about so many tools available which are relevant to this course,
By Oussama Cherair on 11/7/2020
yes very good but it could be better if you have flex and grid
By Thembelihle Sangweni on 11/7/2020
Vidoes kept giving me errors and one doesn't play at all
By Mpho Rafutho on 11/7/2020
Wow explains the basics and advance html teminology with examples and clearer.
By Edwin Charles Mathew on 10/24/2020
It was a good match for me. I knew HTML and a bit of CSS, but bootstrap and jQuery were new to me. And this course had given me a pretty solid introduction into those areas. I would recommend this course to any beginner who wants to get an idea and wholistic experience of developing a web-page.
By Michael Belete on 10/24/2020
Explains well












