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, Model Training, Classification And Regression Tree (CART), Decision Tree Learning, Data Preprocessing, R (Software), Statistical Modeling, R Programming, Supervised Learning, Machine Learning
状态：免费试用IBM
您将获得的技能: 统计机器学习, 回归分析, 业务逻辑, 抽样（统计）, 监督学习, 机器学习方法, 模型优化, 预测建模, Scikit Learn（机器学习库）, 数据预处理, 机器学习算法, 机器学习, 逻辑回归, 分类算法, 决策树学习, Model Evaluation, 模型培训, 数据清理, 模型评估, 随机森林算法, 应用机器学习
状态：新状态：免费试用Arizona State University
您将获得的技能: Problem Solving, Decision Making, Creative Thinking, Root Cause Analysis, Creative Problem-Solving, Data Collection, Brainstorming, Curiosity, Strategic Decision-Making, Business Ethics, Creativity, Ethical Standards And Conduct, Complex Problem Solving, Independent Thinking, Risk Analysis, Design Thinking, Analysis, Data Synthesis, Strategic Thinking, Collaboration
状态：新状态：免费试用您将获得的技能: Model Evaluation, Decision Tree Learning, Classification Algorithms, Model Training, Applied Machine Learning, Java, Java Programming, Model Optimization, Predictive Modeling, Machine Learning Software, Supervised Learning, Technical Communication, Fine-tuning, Tree Maps, MLOps (Machine Learning Operations), Machine Learning Algorithms, Algorithms
状态：新状态：免费试用Creo Incubator
您将获得的技能: Critical Thinking, Critical Thinking and Problem Solving, Analytical Skills, Analysis, Problem Solving, Decision Making, Habit Formation, Curiosity, Complex Problem Solving, Open Mindset, Gap Analysis
您将获得的技能: Classification And Regression Tree (CART), Decision Tree Learning, Data Preprocessing, Data Transformation, Supervised Learning, Predictive Modeling, Feature Engineering, Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Model Evaluation, Model Training
是什么让您今天来到 Coursera？
状态：新状态：免费试用您将获得的技能: Decision Intelligence, Decision Making, Strategic Decision-Making, Data-Driven Decision-Making, Analytical Skills, Portfolio Management, Interviewing Skills, Data Analysis, Predictive Modeling, Data Presentation, Business Writing, Goal Setting, Artificial Intelligence, Business Communication, Strategic Communication, Stakeholder Communications, Machine Learning, Model Evaluation
状态：新状态：免费试用您将获得的技能: Classification And Regression Tree (CART), Dashboard Creation, Dashboard, Decision Intelligence, Descriptive Statistics, Root Cause Analysis, Data Analysis, Predictive Modeling, Advanced Analytics, Tableau Software, Scikit Learn (Machine Learning Library), Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Apache Spark, Keras (Neural Network Library), Retrieval-Augmented Generation, Reinforcement Learning, Apache Kafka, SQL
状态：新状态：免费试用您将获得的技能: Decision Intelligence, Responsible AI, Generative AI Agents, Predictive Modeling, Agentic Workflows, Decision Support Systems, Business Intelligence, Data-Driven Decision-Making, Strategic Decision-Making, Decision Making, Business Analytics, Agentic systems, MLOps (Machine Learning Operations), Forecasting, Data Storytelling, Predictive Analytics, Machine Learning, Scikit Learn (Machine Learning Library), Data Security, Text Mining
状态：新状态：免费试用您将获得的技能: Correlation Analysis, Data Pipelines, Dashboard, Dashboard Creation, Analytics, SQL, Business Analytics, Data Infrastructure, Data-Driven Decision-Making, Warehousing, Analysis, Capacity Management, Data Warehousing, Performance Analysis, Performance Metric, Scalability, Performance Measurement, Return On Investment, Interactive Data Visualization, Descriptive Statistics
状态：新状态：免费试用Coursera
您将获得的技能: Decision Making, Strategic Decision-Making, Solution Selling, Decision Intelligence, Sales, Data-Driven Decision-Making, Decision Support Systems, Complex Problem Solving, Cost Benefit Analysis, Decision Tree Learning, Negotiation, Prioritization, Return On Investment
状态：免费试用您将获得的技能: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Supervised Learning, Advanced Analytics, Statistical Machine Learning, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Analytics, Model Training, Random Forest Algorithm, Model Optimization, Predictive Modeling, Model Evaluation, Python Programming, Performance Tuning, Classification Algorithms
总之，以下是 10 最受欢迎的 decision tree 课程
- Decision Tree Classifier for Beginners in R: Coursera
- 有监督的机器学习：分类: IBM
- Professional Skills: Decision-Making and Problem-Solving: Arizona State University
- Build & Evaluate Decision Trees for ML: Coursera
- Critical Thinking for Decision Making: Creo Incubator
- Classification Trees in Python, From Start To Finish: Coursera
- Career Development for AI-Powered Decision Intelligence: Coursera
- AI-Powered Decision Intelligence: Data to Strategic Insights: Coursera
- AI-Powered Decision Intelligence: Edureka
- Drive Decisions with Data: SQL Analytics: Coursera
