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：预览University of Lausanne
您将获得的技能: 心理学, 战略决策, 组织领导力, 管理团队, 组织战略, 商业道德, 决策, 案例研究, 社会科学, 社会学, 正念, 企业管理
状态：免费试用Johns Hopkins University
您将获得的技能: Bioinformatics, Image Analysis, Bayesian Statistics, Data Science, Applied Machine Learning, Data Structures, Machine Learning Methods, Statistical Hypothesis Testing, Statistical Methods, Computer Vision, Algorithms, Statistical Inference, Probability Distribution, Medical Imaging
状态：免费试用您将获得的技能: Model Evaluation, Tensorflow, Supervised Learning, Artificial Neural Networks, Regression Analysis, Machine Learning Methods, Applied Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Convolutional Neural Networks, Computer Vision, Data Science, Python Programming
状态：新状态：免费试用您将获得的技能: Data Literacy, Small Data, Decision Making, Key Performance Indicators (KPIs), Big Data
状态：免费试用Fractal Analytics
您将获得的技能: Algorithm, 沟通, 心理学, 数据分析, 自我意识, 情绪商数, 行为经济学, 分析技能, 决策, 概率, 批判性思维, 人工智能
状态：免费试用University at Buffalo
您将获得的技能: 数据安全, 根源分析, 数据分析, 分析, 质量管理系统, 流程改进, 数据驱动的决策制定, 案例研究, 物联网, 六西格玛方法, 数据扫盲, 运行效率, 精益方法, 卓越运营, 产品质量（QA/QC）, 数据伦理, 数据质量
状态：免费试用Johns Hopkins University
您将获得的技能: Game Theory, Data-Driven Decision-Making, Cybersecurity, Data Science, Algorithms, Reinforcement Learning, AI Security, Machine Learning
状态：免费试用University of Minnesota
您将获得的技能: 应用数学, 生产规划, 资源分配, 工艺优化, 投资管理, 分析, 投资组合管理, 金融, 运营管理, 决策, 商业分析, 劳动力管理, 金融建模, 员工队伍规划, 制造 Operator, 数学建模, 运筹学, 供应链, 微软Excel
状态：免费试用Johns Hopkins University
您将获得的技能: Precision Medicine, Clinical Trials, Data Analysis, Data-Driven Decision-Making, Analytics, Data Science, Strategic Decision-Making, Root Cause Analysis, Random Forest Algorithm, Treatment Planning, Personalized Service, A/B Testing, Machine Learning, Online Advertising
状态：免费试用Vanderbilt University
您将获得的技能: Statistical Methods, Statistical Analysis, Data Visualization, Generative AI, Statistical Hypothesis Testing, Data Presentation, Data Storytelling, Box Plots, Data Analysis, Plot (Graphics), Data-Driven Decision-Making, Statistics, Technical Communication, Statistical Inference, Graphing
状态：免费试用University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Statistical Software, Probability & Statistics, Data Analysis, R (Software), Data Visualization, Statistical Inference, Variance Analysis, Sampling (Statistics)
状态：免费试用Johns Hopkins University
您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Artificial Neural Networks, Model Evaluation, Decision Tree Learning, Network Planning And Design, Machine Learning, Computer Vision
总之，以下是 10 最受欢迎的 decision tree 课程
- 组织中的不道德决策: University of Lausanne
- Data Science Decisions in Time:Sequential Hypothesis Testing: Johns Hopkins University
- AI Workflow: Machine Learning, Visual Recognition and NLP: IBM
- Make Data-Driven Decisions: Google
- 人类决策及其偏差: Fractal Analytics
- 应用分析和决策数据: University at Buffalo
- Data Science Decisions in Time: Information Theory & Games: Johns Hopkins University
- 先进的决策模型: University of Minnesota
- Data Science Decisions in Time: Using Causal Information: Johns Hopkins University
- From Data to Decisions: Finding Patterns with AI: Vanderbilt University
