"Tired of ""God Classes"" and spaghetti code in your Java ML projects? This course, ""Enhance Java ML Design with SOLID Principles,"" is for senior developers and architects ready to build resilient software. The secret to reliable systems is accepting that requirements always evolve. Master the S.O.L.I.D. principles to write code that embraces future changes with minimal impact.

Apply SOLID Design to Optimize Java ML

位教师:Scott Cosentino
访问权限由 New York State Department of Labor 提供
您将学到什么
Apply the Single Responsibility Principle (SRP) and Open/Closed Principle (OCP) to create modular and extensible components.
Implement the Liskov Substitution Principle (LSP) and the Dependency Inversion Principle (DIP) to build flexible and decoupled components.
Utilize Maven and Gradle to manage dependencies and structure a Java ML project.
Evaluate design trade-offs when applying SOLID principles to a Java ML project.
您将获得的技能
- Software Architecture
- Dependency Analysis
- Object Oriented Programming (OOP)
- Design Strategies
- Program Evaluation
- User Interface (UI) Design
- Java
- Programming Principles
- Machine Learning Methods
- Integration Testing
- Software Design Patterns
- Maintainability
- Gradle
- Apache Maven
- Automation
- API Design
- Object Oriented Design
- Software Design
- 技能部分已折叠。显示 8 项技能,共 18 项。
要了解的详细信息

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1 项作业
January 2026
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该课程共有4个模块
In this module, learners will start with a messy "ModelHandler" class that violates multiple SOLID principles. Learners will learn to identify code smells, understand the business impact of poor design, and systematically refactor using SRP and OCP. By the end, learners will have transformed a monolithic class into a clean, modular system that's ready for future changes.
涵盖的内容
4个视频2篇阅读材料1次同伴评审
This lesson focuses on creating truly flexible ML systems. You'll learn how LSP ensures your abstractions work correctly with any implementation, while DIP helps you build systems that depend on abstractions rather than concrete implementations. We'll show how to swap out different ML models and data sources without breaking your application.
涵盖的内容
3个视频1篇阅读材料1次同伴评审
In this lesson, you'll learn to design clean, focused interfaces that don't force clients to depend on methods they don't use. We'll also dive into practical project management with Maven and Gradle, showing how proper build tool configuration supports clean architecture and manages the complex dependency trees common in ML projects.
涵盖的内容
3个视频1篇阅读材料1次同伴评审
This final lesson brings everything together by examining real-world scenarios where strict adherence to SOLID principles might conflict with practical concerns like performance, simplicity, or time constraints. You'll develop a framework for making pragmatic design decisions and learn when to prioritize certain principles over others.
涵盖的内容
5个视频1篇阅读材料1个作业2次同伴评审
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