Music Recommendation Backend with Spring Boot and Neo4j
Learn how to build a Music Recommendation Backend with Spring Boot, Neo4j, Spring Cloud, and Collaborative Filtering
Updated on Jun, 2024
Language - English
Software developers,Full Stack Development,Neo4j,Spring Boot,Spring Framework,
Lectures -41
Duration -19 hours
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Course Description
Welcome to "Building a Music Recommendation Backend," a comprehensive course that takes you on a journey to create a robust and real-world music application using cutting-edge technologies. This course is designed for intermediate to advanced developers who want to dive into backend application development and explore the power of Spring Boot, Neo4j, Spring Cloud, Collaborative Filtering, Cipher Queries, and Keycloak.
What You'll Learn:
Introduction to Backend Development: Understand the basics of backend development and the role it plays in building complex applications.
Spring Boot Fundamentals: Dive into the world of Spring Boot and learn how to rapidly develop powerful and scalable backend applications.
Neo4j Graph Database: Explore the fundamentals of Neo4j and discover how graph databases can revolutionize data modeling for your music application.
Implementing Collaborative Filtering: Learn the principles behind collaborative filtering and how to implement personalized music recommendations for users.
Spring Cloud for Microservices: Understand the concepts of microservices architecture and leverage Spring Cloud to build a scalable and resilient backend for your music application.
Cipher Queries with Neo4j: Master the art of crafting secure and efficient cipher queries to interact with Neo4j and optimize your database operations.
User Authentication with Keycloak: Implement secure user authentication and authorization using Keycloak to ensure the privacy and security of your users' data.
Real-World Application Development: Apply your knowledge in a hands-on manner by building a fully functional music backend application throughout the course.
By the end of this course, you'll have the skills and knowledge needed to create a sophisticated music recommendation backend, and you'll be well-equipped to tackle similar challenges in real-world application development. Enroll now and embark on your journey to becoming a proficient backend developer!
Goals
Introduction to Backend Development: Understand the basics of backend development and the role it plays in building complex applications
Spring Boot Fundamentals: Dive into the world of Spring Boot and learn how to rapidly develop powerful and scalable backend applications.
Neo4j Graph Database: Explore the fundamentals of Neo4j and discover how graph databases can revolutionize data modeling for your music application.
Implementing Collaborative Filtering: Learn the principles behind collaborative filtering and how to implement personalized music recommendations for users.
Spring Cloud for Microservices: Understand the concepts of microservices architecture and leverage Spring Cloud to build a scalable and resilient backend.
Cipher Queries with Neo4j: Master the art of crafting secure and efficient cipher queries to interact with Neo4j and optimize your database operations.
User Authentication with Keycloak: Implement secure user authentication and authorization using Keycloak to ensure the privacy and security of your users' data.
Real-World Application Development: Apply your knowledge in a hands-on manner by building a fully functional music backend application throughout the course.
Prerequisites
Developers looking to enhance their backend development skills.
Those interested in exploring the world of graph databases and Neo4j.
Individuals eager to build a real-world music application using modern technologies.
Anyone aiming to understand collaborative filtering for personalized content recommendations.
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction
1 Lectures
-
Course Introduction
03:06
03:06
Project Setup
1 Lectures
Keycloak Server Setup
2 Lectures
Auth Service
2 Lectures
User Service
1 Lectures
Music Service
15 Lectures
Music Recommendation
7 Lectures
Messaging Service
4 Lectures
Task Scheduler Service
5 Lectures
Extra
3 Lectures
Instructor Details
Marshall Chabanga
Meet Marshall (Bisky): Senior Software Engineer in Java
With over 5 years of professional experience, I am Marshall, also known as Bisky, a seasoned Senior Software Engineer specializing in Java. My expertise spans a diverse spectrum, ranging from comprehensive System Analysis to intricate Software Development. My professional journey has been anchored in the dynamic and fast-paced landscape of the financial technology industry.
Why Choose My Courses?
I bring a demonstrated history of successfully navigating complex challenges through the art of programming. My passion lies in the relentless pursuit of simplifying intricate tasks through innovative coding solutions. Join me on a learning adventure where I share not just technical knowledge, but the practical insights gained from years of hands-on experience in the field.
What Sets Me Apart?
Extensive Experience: With more than half a decade dedicated to the software engineering domain, I've honed my skills through real-world applications and industry challenges.
Research-Driven Approach: I invest a significant amount of time in continuous research, staying at the forefront of advancements in technology. This commitment ensures that my courses reflect the latest trends and best practices.
Practical Problem-Solving: My focus extends beyond theoretical concepts. I am dedicated to empowering students with the ability to apply their knowledge to real-world scenarios, fostering a deeper understanding of the subject matter.
Embark on a learning journey with me and discover how to not just code, but to code effectively and elegantly. Let's demystify the complexities together!
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