Scikit-learn 课程可以帮助您学习数据预处理、模型选择和 Evaluation 技术,以及监督和非监督学习方法。您可以掌握特征工程、超参数调整以及决策树和支持向量机等算法的实施技能。许多课程还介绍了 Jupyter Notebook 和 Python 库等工具,这些工具支持应用机器学习概念和 Visualization 数据,以获得可行的见解。
University of California, Irvine
您将获得的技能: 推动参与, 人际沟通, 促进讨论, 规划, 演讲, 沟通策略, 建设性反馈, 批判性思维, 学生参与, 社交技能, 语言交流技能, 积极倾听, 协作, 沟通, 口语理解, 英语, 说服沟通, 公开演讲, 词汇, 非语言交流
中级 · 专项课程 · 3-6 个月

Deep Teaching Solutions
您将获得的技能: Lifelong Learning, Learning Strategies, Collaboration, Productivity, Willingness To Learn, Human Learning, Time Management, Creativity, Problem Solving, Cognitive flexibility, Student Engagement, Self-Awareness
混合 · 课程 · 1-3 个月

Scrimba
您将获得的技能: Object Oriented Programming (OOP), Data Structures, Python Programming, Programming Principles, User Interface (UI), Computer Programming, Scripting, Software Engineering, Performance Tuning, Scripting Languages, File Management, Web Development, Computational Thinking, Debugging, Software Development, Web Development Tools
初级 · 专项课程 · 1-4 周

Scrimba
您将获得的技能: 层叠样式表(CSS), 网页内容无障碍指南, 功能设计, 网络框架, UI 组件, JavaScript 框架, 应用编程接口 (API), React.js, 事件驱动编程, 网络开发工具, 用户界面(UI), 前端网络开发
中级 · 课程 · 3-6 个月

Scrimba
您将获得的技能: TypeScript, Node.JS, React.js, Server Side, Javascript, Web Development, Data Validation, Middleware, Scalability, Web Design, Computer Programming, Maintainability
中级 · 课程 · 1-4 周

Scrimba
您将获得的技能: 数据结构, 调试, JSON, Javascript, 数据存储, 编程原则, 数据存储技术, 事件驱动编程, 计算机编程, 面向对象编程(OOP), 移动开发, 网络应用, 用户界面(UI), 网络开发, 前端网络开发
初级 · 课程 · 1-3 个月

Scrimba
您将获得的技能: HTML and CSS, Software Documentation, Technical Documentation, Style Guides, Web Development, Technical Writing
初级 · 课程 · 1-4 周

Scrimba
您将获得的技能: Bootstrap (Front-End Framework), Responsive Web Design, HTML and CSS, Front-End Web Development, Cascading Style Sheets (CSS), Web Design, Web Development, Interactive Design, User Interface (UI)
中级 · 课程 · 1-4 周

Scrimba
您将获得的技能: JavaScript Frameworks, UI Components, Full-Stack Web Development, React.js, TypeScript, Front-End Web Development, Web Development, Web Applications, Server Side, User Interface and User Experience (UI/UX) Design, Software Development, Routing Protocols, Performance Tuning
中级 · 课程 · 1-4 周

Scrimba
您将获得的技能: UI Components, JavaScript Frameworks, Web Frameworks, Event-Driven Programming, Data Import/Export, Web Applications, Front-End Web Development, Javascript, Web Development
中级 · 课程 · 1-4 周

Scrimba
您将获得的技能: Node.JS, Web Frameworks, Server Side, Application Servers, Web Applications, Web Servers, Restful API, JSON, Middleware, API Design, Real Time Data, Routing Protocols
初级 · 课程 · 1-4 周

Scrimba
您将获得的技能: User Accounts, Real Time Data, Authentications, Cloud Applications, Application Development, JavaScript Frameworks, Application Security, Web Applications, Data Management, Data Structures, Data Storage, Cloud Security
中级 · 课程 · 1-4 周