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Generative AI Web Dev Bootcamp: LLMs, RAG & AI Engineering
Development100% OFF

Generative AI Web Dev Bootcamp: LLMs, RAG & AI Engineering

Creative Online School
4.3(271.6K students)
Self-paced
All Levels

About this course

=== 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 PritchardThe 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 websitesPersonal portfolio websitesInteractive JavaScript applicationsReact web applicationsREST API servicesFull stack web applicationsAI-powered productivity toolsIntelligent chatbotsAI content generation platformsRAG-powered knowledge assistantsAI agents and automation systemsEnd-to-end AI web applicationsBeyond 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 JavaScriptCreate modern frontend applications with ReactDevelop backend APIs using Node.

js and ExpressDesign and manage databasesBuild complete full stack web applicationsIntegrate AI models into web applicationsCreate AI-powered chatbotsDevelop autonomous AI agentsBuild Retrieval-Augmented Generation (RAG) systemsWork with embeddings and vector databasesConnect applications to AI APIs and servicesDeploy production-ready AI applicationsCreate a professional portfolio of web and AI projectsThis course is designed for beginners, aspiring web developers, software engineers, freelancers, entrepreneurs, students, and professionals who want to combine modern web development skills with the rapidly growing field of Generative AI. If you are ready to build the next generation of intelligent web applications and become an AI-powered developer, this bootcamp will provide the practical skills, projects, and confidence needed to achieve that goal.

Skills you'll gain

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Level: All Levels

Suitable for learners at this level

Duration: Self-paced

Total course content

Instructor: Creative Online School

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This course includes:

  • 📹Video lectures
  • đź“„Downloadable resources
  • 📱Mobile & desktop access
  • 🎓Certificate of completion
  • ♾️Lifetime access
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