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：预览您将获得的技能: Model Evaluation, Data Preprocessing, Workforce Management, Advanced Analytics, Classification Algorithms
状态：免费试用O.P. Jindal Global University
您将获得的技能: Marketing Analytics, Customer Analysis, Customer Retention, Predictive Analytics, Customer Insights, Data-Driven Decision-Making, Personalized Service, Marketing Strategies, Business Analytics, Customer Acquisition Management, Customer experience improvement, Loyalty Programs, Strategic Marketing, Marketing Strategy and Techniques
状态：免费试用Dartmouth College
您将获得的技能: 战略领导力, 战略决策, 领导力培养, 自我意识, 情绪商数, 适应, 分析, 行为经济学, 解决问题, 决策, 风险分析, 批判性思维, 设定目标
状态：新状态：预览您将获得的技能: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Data-Driven Decision-Making, Marketing Analytics, Feature Engineering, Classification Algorithms, Financial Forecasting, Performance Tuning
状态：预览Pontificia Universidad Católica de Chile
您将获得的技能: Descriptive Analytics, Data Mining, Business Analytics, Predictive Analytics, Analytics, Business Intelligence, Forecasting, Business Analysis, Data Analysis, Data-Driven Decision-Making, Trend Analysis, Business Strategy, Decision Making
状态：免费试用DeepLearning.AI
您将获得的技能: 统计分析, 数据分析, 模型评估, 决策树学习, 概率与统计, 深度学习, 随机森林算法, 机器学习, 逻辑回归, 应用机器学习, 数据预处理, 功能工程, 预测, 风险模型, 预测建模
状态：新Illinois Tech
您将获得的技能: Predictive Analytics, Advanced Analytics, Data Cleansing, Unsupervised Learning, Data Analysis, Data Mining, Classification Algorithms, Supervised Learning, Decision Tree Learning, Machine Learning, Artificial Neural Networks
状态：免费试用Deep Teaching Solutions
您将获得的技能: Critical Thinking, Cognitive flexibility, Decision Making, Emotional Intelligence, Mental Concentration, Behavioral Economics, ChatGPT, Strategic Thinking, Artificial Intelligence, Self-Awareness
状态：免费试用您将获得的技能: 可扩展性, WordPress, LLM 申请, 客户服务, 数据持久性, 生成式人工智能, 应用程序部署, AI 工作流程, 情境管理, 模型部署, 无代码开发, 自助服务技术, 运行效率, IBM 云, Prompt Engineering, ChatGPT
状态：新状态：免费试用LearnQuest
您将获得的技能: Reinforcement Learning, Responsible AI, Agentic systems, Artificial Intelligence, Machine Learning Methods, Distributed Computing, Simulations, Transfer Learning
状态：免费试用University of Glasgow
您将获得的技能: Model Evaluation, Data Ethics, AI Security, Responsible AI, Healthcare Ethics, Machine Learning, Deep Learning, Information Privacy, Decision Support Systems, Health Informatics, Predictive Modeling, Artificial Intelligence, Human Centered Design, Data Security
状态：预览Columbia University
您将获得的技能: Algorithm, 统计方法, 人工智能和机器学习（AI/ML）, 强化学习, 模拟, 深度学习, 机器学习, 决策支持系统, 数据驱动的决策制定, 马尔可夫模型, 概率分布
总之，以下是 10 最受欢迎的 decision tree 课程
- R: Design & Evaluate Random Forests for Attrition: EDUCBA
- Introduction to Decision Science for Marketing: O.P. Jindal Global University
- 决策：艺术与科学的结合: Dartmouth College
- Predictive Analytics Model for Term Deposit Investment: EDUCBA
- Mejores Decisiones con Business Analytics: Pontificia Universidad Católica de Chile
- 用于医学预后的人工智能: DeepLearning.AI
- Predictive Analytics: Illinois Tech
- Critical Thinking for Better Decisions in the ChatGPT Era: Deep Teaching Solutions
- 无需编程即可构建人工智能聊天机器人: IBM
- Decision-Making in Dynamic Environments: LearnQuest
