Web DevelopmentFREE COUPON
AI-Powered E-Commerce App with .NET 9, Angular 20 & RAG
Rating
4.96/5
Students
395
Duration
10.6 hours
Description
- Dive into building a cutting-edge, AI-powered e-commerce application from scratch, seamlessly blending modern full-stack development with advanced artificial intelligence.
- Construct a comprehensive online store where every customer interaction is enhanced by sophisticated AI, moving towards personalized and intuitive online retail experiences.
- Implement advanced AI features such as Semantic Search, enabling users to discover products by intent and context, significantly improving beyond basic keyword matching.
- Develop a dynamic RAG-powered Chatbot to provide real-time, contextually relevant assistance, answering complex queries and guiding customers through their shopping journey with Retrieval-Augmented Generation.
- This project-based curriculum ensures practical skills in architecting, developing, and deploying a scalable, AI-enabled e-commerce platform using the latest industry technologies.
- Ideal for developers keen to elevate their expertise from conventional web development to crafting intelligent, adaptive applications that deliver unparalleled user engagement.
What You'll Learn
- Backend Development with .
- NET 9: Master building robust RESTful APIs for e-commerce (product, authentication, orders, payments).
- Implement modern C# features, async programming, and dependency injection.
- Deep dive into Entity Framework Core with SQL Server or Azure Cosmos DB.
- Secure APIs using JSON Web Tokens (JWT).
- Host and deploy .
- NET APIs to Azure App Service.
- Frontend Development with Angular 20: Craft dynamic, responsive UIs using latest Angular 20 features for optimal shopping experience.
- Apply component architecture, advanced routing, and RxJS for state management.
- Seamlessly consume backend RESTful APIs for smooth data flow.
- Implement robust form handling, validation, and responsive designs.
- Deploy Angular applications to Azure Static Web Apps.
- AI & RAG Integration for E-Commerce: Thorough understanding of Retrieval-Augmented Generation (RAG) principles and application.
- Implement chatbot leveraging RAG with Azure AI Search (retrieval) and Azure OpenAI Service / LLMs (generation).
- Design and integrate powerful Semantic Search for nuanced product discovery.
- Explore vector databases and embeddings for advanced search/recommendations.
- Utilize Azure AI services for NLP and intent understanding.
- Cloud Deployment & Infrastructure with Azure: Master setup of Azure services: App Service, Azure SQL/Cosmos DB, Azure AI Search, Azure OpenAI Service, Static Web Apps.
- Implement CI/CD pipelines (e.g., GitHub Actions) for automated deployments.
- Understand monitoring, scaling, and optimization for cloud-based AI e-commerce applications.
- Full-Stack Architecture & E-Commerce Specifics: Design scalable, maintainable, and secure full-stack architectures.
- Deep understanding of API design principles and cross-cutting concerns (logging, security).
- Implement core e-commerce features: product catalog, user auth,
Requirements
- Solid understanding of HTML, CSS, and JavaScript is foundational.
- Prior experience with C# and the .
- NET ecosystem, including OOP, is highly beneficial for backend development.
- Some exposure to modern JavaScript frameworks like Angular, React, or Vue will be advantageous, though Angular 20 is taught practically.
- Basic knowledge of database fundamentals (SQL or NoSQL concepts) will aid in data management.
- An eagerness to apply Artificial Intelligence and Machine Learning in real-world contexts is key.
- Access to a Microsoft Azure account (free tier usually sufficient) for cloud deployments and AI services.
- Local development environment with Visual Studio Code, .
- NET SDK, Node.js/NPM, and Angular CLI.
Important Notes
Once you start the course for free, it stays in your account forever. You keep lifetime access.
Free access is time-limited. If a course is no longer free when you reach it, please check back later. The catalogue updates regularly.
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