Decision Tree 课程
决策树课程可以帮助您学习如何创建、分析和优化决策树，以完成数据分析、分类和回归任务。您可以掌握特征选择、模型 Evaluation 以及理解过度拟合与欠拟合等方面的技能。许多课程都会介绍一些工具，如 Python 的 Scikit-learn、R 的 rpart 和各种可视化软件，这些工具都支持在现实世界的数据集中实施决策树并分析其性能。
热门决策树课程和认证
状态：免费试用University of California, Davis
您将获得的技能: 设计元素和原则, 数据叙事, 制图, 数据扫盲, 数据可视化软件, 故事板, 数据分析, Tableau 软件, 高级分析, 探索性数据分析, 透视表和图表, 数据映射, 数据展示, 利益相关者分析, 交互式数据可视化, 数据伦理, 仪表板, 数据可视化, 提案制定, 可视化（计算机制图）
状态：新状态：免费试用您将获得的技能: Data Storytelling, Customer Analysis, Customer Retention, Marketing Analytics, Customer Insights, Strategic Decision-Making, Product Strategy, Data Analysis, Product Management, Data-Driven Decision-Making, Advanced Analytics, Unsupervised Learning, Technical Documentation, Performance Measurement, Machine Learning Algorithms
状态：免费试用University of California San Diego
您将获得的技能: 理论计算机科学, 非结构化数据, 调试, 单元测试, JUnit, Algorithm, Java, 数据结构, 性能调整, 面向对象编程（OOP）
状态：新状态：预览您将获得的技能: Diagram Design, Technical Documentation, Technical Drawing, Software Design Documents, Unified Modeling Language, Technical Communication, Data Flow Diagrams (DFDs), Document Management, Style Guides, Image Quality, File Management, Software Versioning, Graphic and Visual Design, Web Content Accessibility Guidelines, Version Control, Typography
状态：预览National Taiwan University
您将获得的技能: Reinforcement Learning, Deep Learning, Theoretical Computer Science, Classification Algorithms, Artificial Neural Networks, Artificial Intelligence, Machine Learning, Model Evaluation, Autoencoders, Convolutional Neural Networks, Supervised Learning, Computer Science, Decision Tree Learning, Algorithms
状态：免费试用University of Colorado System
您将获得的技能: SQL, 业务流程管理, 关系数据库, Oracle 数据库, 数据建模, Data Governance, 数据库管理系统, 绩效衡量, 商业分析, 数据库管理, 数据库设计, 数据仓库, 数据整合, 决策支持系统, 微策略, 商业智能, 星形模式, 仪表板, 数据可视化, 摘录
状态：免费试用您将获得的技能: Prompt Engineering, Brainstorming, Email Automation, AI Enablement, Concision, Large Language Modeling, Business Writing, Productivity, Organizational Skills
状态：新状态：免费试用您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Anomaly Detection, Model Evaluation, Dashboard, CI/CD, Data Visualization, DevOps, Continuous Monitoring, Data-Driven Decision-Making, Performance Analysis, Key Performance Indicators (KPIs), Statistical Analysis, Performance Tuning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Real Time Data, Automation, Agentic systems, Version Control
状态：新状态：免费试用您将获得的技能: Budgeting, Cost Management, Operating Budget, Financial Management, Accounting and Finance Software, Financial Forecasting, Financial Acumen, Cash Flow Forecasting, Revenue Forecasting, Variance Analysis, Profit and Loss (P&L) Management, Consolidation, Financial Analysis, Expense Management, Business Acumen, Strategic Decision-Making, Data-Driven Decision-Making, Trend Analysis, Key Performance Indicators (KPIs)
状态：免费试用Vanderbilt University
您将获得的技能: 人工智能, 会议促进, 生成式人工智能, 业务转型, 组织领导力, 业务领导, AI 赋能, 人力资源战略, 商务写作, 继任规划, Prompt Engineering, 撰写建议书, 思想引领, 决策, 管理团队
状态：免费试用Rutgers the State University of New Jersey
您将获得的技能: 成本效益分析, 供应商关系管理, 供应商绩效管理, 战略采购, 采购, 风险管理, 供应商管理, 决策, 供应链, 供应管理
状态：新状态：免费试用Scrum Alliance
您将获得的技能: AI Product Strategy, Product Planning, Brainstorming, Product Strategy, Generative AI, Strategic Decision-Making, Customer Insights, Market Analysis, Data-Driven Decision-Making, Market Research, Forecasting, Data Analysis
总之，以下是 10 最受欢迎的 decision tree 课程
- 使用 Tableau 实现数据 Visualization: University of California, Davis
- Analyze Users & Optimize Product Retention: Coursera
- 数据结构和性能: University of California San Diego
- Technical Publication - Diagramming Standards: Coursera
- 人工智慧：機器學習與理論基礎 (Artificial Intelligence - Learning & Theory): National Taiwan University
- 用于商业智能的数据仓库: University of Colorado System
- Design Prompts for Everyday Work Tasks: Google
- Agentic AI Performance & Reliability: Coursera
- Master IT Budgeting: Analyze, Forecast & Optimize: EDUCBA
- 面向领导者的生成式人工智能: Vanderbilt University
