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：新状态：免费试用University of Colorado Boulder
您将获得的技能: Recurrent Neural Networks (RNNs), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Large Language Modeling, Natural Language Processing, Embeddings, AI Personalization, Network Model, Network Architecture, Linear Algebra
状态：免费试用University of Colorado Boulder
您将获得的技能: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Public Key Cryptography Standards (PKCS), Cryptography, Programming Principles, Computational Thinking, Pseudocode, Design Strategies, Computer Science, Tree Maps, Encryption, Linear Algebra, Combinatorics, Mathematical Modeling, Advanced Mathematics, IBM Cloud, Python Programming
状态：免费试用您将获得的技能: Data Storytelling, Presentations, Rmarkdown, Data Presentation, Data Cleansing, Data Visualization, Ggplot2, Data Validation, Spreadsheet Software, Data Visualization Software, Data Ethics, Data Analysis, Data-Driven Decision-Making, Tableau Software, Data Literacy, Data Processing, Dashboard, Business Analysis, Stakeholder Communications, Databases
状态：新状态：免费试用Knowledge Accelerators
您将获得的技能: Power BI, Data Visualization, Dashboard, Data Presentation, Business Intelligence, Data Modeling, Data Import/Export, Interactive Data Visualization, Data Transformation, Data Visualization Software, Data Analysis Expressions (DAX), Data Storytelling, Pivot Tables And Charts, Data-Driven Decision-Making, Data Cleansing, Microsoft 365, Microsoft Teams, Key Performance Indicators (KPIs)
状态：新状态：免费试用您将获得的技能: Model Evaluation, Data-Driven Decision-Making, Predictive Modeling, Risk Analysis, Strategic Decision-Making, Performance Metric, Technical Communication
状态：免费试用University of Colorado Boulder
您将获得的技能: 异常检测, 模型评估, 数据管理, Data Management, 数据管道, 数据建模, 监督学习, 无监督学习, 分析技能, 数据清理, 数据分析, 大数据, 分类算法, 决策树学习, 统计分析, 数据挖掘, 数据仓库, 机器学习, 数据预处理, 探索性数据分析, 机器学习算法
状态：免费试用Johns Hopkins University
您将获得的技能: 卫生系统, 健康信息管理与医疗记录, 电子病历系统, 解决方案设计, 临床信息学, 医疗保健, IT 管理, 健康信息管理, 卫生政策, 健康技术, 健康信息学, 医疗保健行业知识, 医疗记录, 医疗保健管理, 信息学, 数据科学, 决策支持系统, 医疗保健项目管理, 变更控制, 临床领导
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 成本效益分析, 商业策略, 运营管理, 战略决策, 能力管理, 服务水平, 运行分析, 制造 Operator, 过程分析, 组织战略, 库存管理系统, 业务运营, 需求规划, 决策, 供应链
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: Operational Analysis, Box Plots, Performance Analysis, Team Performance Management, Collaborative Software, Performance Metric, Performance Measurement, Collaboration, Data-Driven Decision-Making, Data Visualization, Analysis, Report Writing, Key Performance Indicators (KPIs), Business Metrics, Data Presentation, Test Tools, Virtual Teams, Communication Systems
状态：免费试用IESE Business School
您将获得的技能: 财务分析, 周转资金, 案例研究, 组织领导力, 营销, 资产负债表, 战略决策, 分析技能, 解决复杂问题, 企业战略, 消费者行为, 打造品牌, 数据驱动的决策制定, 团队领导, 商业分析, 市场份额, 决策, 分析, 金融报表
状态：免费试用University of Alberta
您将获得的技能: 人工智能, 概率分布, 强化学习, Algorithm, 机器学习, 马尔可夫模型, 机器学习算法
总之，以下是 10 最受欢迎的 decision tree 课程
- Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
- Foundations of Data Structures and Algorithms: University of Colorado Boulder
- Análisis de Datos de Google: Google
- Dive Deeper into Data-Driven Decisions with Power BI: Knowledge Accelerators
- Evaluate AI Risks: Adopt Smart Predictions: Coursera
- 数据挖掘基础与实践: University of Colorado Boulder
- 健康信息学: Johns Hopkins University
- 运营管理：组织与分析: University of Illinois Urbana-Champaign
- Agentic AI Performance & Reliability: Coursera
- Evaluate Collaboration Tools for Peak Performance: Coursera
