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
您将获得的技能: Model Evaluation, Decision Tree Learning, Data Preprocessing, Data Manipulation, Statistical Modeling, R Programming, Supervised Learning, Machine Learning, Classification Algorithms
状态：新状态：免费试用您将获得的技能: Data Visualization, Data Ethics, Data Integrity, Data Analysis, Tableau Software, Stakeholder Communications, Responsible AI, Verbal Communication Skills, Small Data, Decision Making, Stakeholder Analysis, Sampling (Statistics), Key Performance Indicators (KPIs), Probability & Statistics, Big Data, Data Sharing, Statistics, Spreadsheet Software, Concision, Solution Design
状态：新状态：预览Creo Incubator
您将获得的技能: Critical Thinking, Analytical Skills, Problem Solving, Decision Making, Curiosity, Complex Problem Solving, Research, Strategic Decision-Making
状态：免费试用University at Buffalo
您将获得的技能: 精益方法, 数据叙事, 数据可视化软件, 商业分析, 数据分析, 根源分析, 数据扫盲, 业务过程, 分析, 统计过程控制, Minitab, Tableau 软件, 流程改进, 流程制图, 数据驱动的决策制定, 数据伦理, 六西格玛方法, 数据收集, 过程分析, 数据展示
您将获得的技能: Decision Tree Learning, Data Preprocessing, Data Transformation, Supervised Learning, Feature Engineering, Scikit Learn (Machine Learning Library), Classification Algorithms, Model Evaluation, Pandas (Python Package)
状态：免费试用IBM
您将获得的技能: 模型评估, 分类算法, 机器学习, 数据清理, 逻辑回归, 数据预处理, Scikit-learn （机器学习库）, 监督学习, 性能指标, 决策树学习, 功能工程, 随机森林算法, 抽样（统计）, 预测建模
是什么让您今天来到 Coursera？
状态：免费试用University of Glasgow
您将获得的技能: Deep Learning, Model Evaluation, Data Ethics, Health Informatics, ICD Coding (ICD-9/ICD-10), Clinical Data Management, Medical Records, Clinical Informatics, Descriptive Analytics, Database Design, AI Security, Electronic Medical Record, Responsible AI, Data Mining, Precision Medicine, Analytics, Recurrent Neural Networks (RNNs), Data Preprocessing, Machine Learning, Autoencoders
状态：新状态：免费试用您将获得的技能: Responsible AI, Data Storytelling, AI Workflows, Data Presentation, AI Enablement, Predictive Modeling, Decision Support Systems, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Decision Making, Business Analytics, Agentic systems, MLOps (Machine Learning Operations), Forecasting, Predictive Analytics, Scikit Learn (Machine Learning Library), Machine Learning, Data Security, Text Mining
状态：新状态：免费试用您将获得的技能: Responsible AI, AI Workflows, AI Enablement, Agentic systems, Automation, Business Process Automation, Real Time Data, MLOps (Machine Learning Operations), AI Personalization, IT Automation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, No-Code Development, Cloud-Based Integration, Business Transformation, Cloud API, Python Programming, Data Analysis, Restful API, API Design
状态：新状态：免费试用您将获得的技能: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Strategic Decision-Making, Product Management, Customer Insights, Data Analysis, Forecasting, A/B Testing, Business Analytics, Analytics, Prioritization, Statistical Analysis, Business Metrics, User Research, Customer Retention, Machine Learning Methods, Root Cause Analysis, Statistical Methods, Stakeholder Communications
状态：新状态：免费试用您将获得的技能: Data Storytelling, Predictive Analytics, Data Presentation, Responsible AI, Predictive Modeling, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Data Visualization, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Business Marketing, Natural Language Processing, Text Mining, Python Programming, Reinforcement Learning, Data Security, Network Analysis, Security Awareness
状态：新状态：免费试用您将获得的技能: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Java, Java Programming, Machine Learning Algorithms, Supervised Learning, Algorithms, Machine Learning, Data Structures, Software Engineering
总之，以下是 10 最受欢迎的 decision tree 课程
- Decision Tree Classifier for Beginners in R: Coursera
- Google Data-Driven Decision Making: Google
- Critical Thinking for Decision Making: Creo Incubator
- 数据驱动决策（DDDM）: University at Buffalo
- Classification Trees in Python, From Start To Finish: Coursera
- 有监督的机器学习：分类: IBM
- Informed Clinical Decision Making using Deep Learning: University of Glasgow
- AI-Powered Decision Intelligence: Edureka
- Automating Decision Workflows with AI: Edureka
- Product Intelligence: Unlock Insights for Product Success: Coursera
