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, Irvine
您将获得的技能: 机器学习, 决策树学习, 统计分析, 数据建模, 分类算法, 模型评估, 逻辑回归, 预测分析, 无监督学习, 预测建模, 描述性分析, 数据分析, 预测, 回归分析, 监督学习
状态：预览National Taiwan University
您将获得的技能: Information Systems, Information Management, Business Logic, Data Structures, Transportation Operations, Information Technology, Production Planning, Operations Management, Business Operations, Inventory Control, Logistics, Algorithms, Computer Programming, Python Programming, Decision Making, Software Installation
状态：新状态：免费试用您将获得的技能: Model Deployment, Logistic Regression, Probability & Statistics, Statistics, Model Evaluation, Classification And Regression Tree (CART)
状态：预览University of California, Davis
您将获得的技能: 同行评审, 文化敏感性, 分析技能, 决策, 解决问题, 语言交流技能, 注重细节
状态：免费试用University of Pennsylvania
您将获得的技能: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Machine Learning Methods, Random Forest Algorithm, Analytics, Statistical Modeling, Regression Analysis, Machine Learning, Logistic Regression, Python Programming
状态：免费试用您将获得的技能: Extract, Transform, Load, Star Schema, Microsoft Power Platform, Data Analysis Expressions (DAX), Data Storytelling, Microsoft Power Automate/Flow, Dashboard, Microsoft Excel, Excel Formulas, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Data Presentation, No-Code Development, Data Transformation, Data Literacy, Data Modeling, Data Visualization, Data Analysis, Business Intelligence
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：新Packt
您将获得的技能: Strategic Thinking, Organizational Strategy, Leadership, Creative Thinking, Collaboration, Business Research, AI Enablement, Data-Driven Decision-Making
状态：免费试用University of California, Irvine
您将获得的技能: 客户服务, 业务领导, 组织领导力, 设定目标, 管理团队, 企业管理, 决策, 变革管理, 组织战略, 专业网络, 规划, 领导与管理, 人员管理, 员工管理
状态：免费试用您将获得的技能: 数据叙事, 微软Excel, 数据可视化软件, 数据展示, Looker (软件), 散点图, 数据分析, 透视表和图表, 柱状图, 数据可视化, Tree 地图, 仪表板, 交互式数据可视化, IBM Cognos 分析
状态：免费试用Michigan State University
您将获得的技能: 照片/视频制作与技术, 同行评审, 内容创作, 多媒体, 撰写报告, 研究, 面试技巧, 调查, 推动参与, 写作, 决策, 新闻学, 国际关系, 电子媒体, 叙事, 媒体与传播, 道德标准与行为, 数据收集, 建立融洽关系, 口头表达
状态：预览Copenhagen Business School
您将获得的技能: 管理, 危机管理, 组织领导力, 业务转型, 业务领导, 文化 Transformer, 协作, 战略领导力, 人才管理, 变革管理, 团队领导, 沟通, 组织战略, 管理团队, 决策, 创新, 道德标准与行为
总之，以下是 10 最受欢迎的 decision tree 课程
- 预测建模、模型拟合和回归分析: University of California, Irvine
- 用 Python 做商管程式設計（一）(Programming for Business Computing in Python (1)): National Taiwan University
- SAS Certification Practice Exams: SAS
- 品酒：葡萄酒分析的感官技术: University of California, Davis
- Intro to Predictive Analytics Using Python: University of Pennsylvania
- Microsoft Power BI and Power Platform for Productivity: Microsoft
- 人工智慧：機器學習與理論基礎 (Artificial Intelligence - Learning & Theory): National Taiwan University
- Future Thinking: Packt
- 管理基础: University of California, Irvine
- 使用 Excel 和 Cognos 实现数据可视化和仪表板: IBM
