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。

您将获得的技能: Model Deployment, Decision Tree Learning, Applied Machine Learning, Predictive Modeling, Machine Learning Software, Microsoft Azure, No-Code Development, Machine Learning, Data Preprocessing, Predictive Analytics, Model Training, Cloud Deployment, Feature Engineering, Machine Learning Algorithms, Model Evaluation, Data Science, Data Analysis, Classification Algorithms
初级 · 指导项目 · 不超过 2 小时

University of Cambridge
您将获得的技能: Human Development, Psychology, Neurology, Decision Intelligence, Psychiatry, Mental and Behavioral Health Specialties, Child Development, Mental Health Diseases and Disorders, Anatomy, Physiology, Biology
混合 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Data Preprocessing, Model Training, Tensorflow, Applied Machine Learning, Feature Engineering, Decision Tree Learning, Data Cleansing, Machine Learning, Predictive Modeling, Random Forest Algorithm, Pandas (Python Package), Data Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data-Driven Marketing, Resource Allocation, Customer Insights, Target Market, Customer Relationship Management, Customer Engagement, Analytical Skills, Target Audience, Analytics, Statistical Modeling, Estimation
初级 · 课程 · 1-4 周

您将获得的技能: Analytical Skills, Data Literacy, Data Preprocessing
初级 · 课程 · 1-4 周

University at Buffalo
您将获得的技能: 决策, 数据伦理, 流程改进, 数据驱动决策, 业务, 质量管理系统, 数据安全, 精益六西格玛, 分析, ISO 9000 系列, 卓越运营, 数据分析, 精益生产, 精益方法, 数据扫盲, 质量改进, 根源分析, 数据质量, 六西格玛方法, 案例研究
初级 · 课程 · 1-4 周

University of Maryland, College Park
您将获得的技能: Data-Driven Decision-Making, Data Strategy, Data Literacy, Business Transformation, Digital Transformation, Business Analytics, Strategic Decision-Making, Analytics, Microsoft Power Platform, Data Quality, No-Code Development, Big Data, Strategic Leadership, Advanced Analytics, Business Modeling, Artificial Intelligence, Competitive Analysis, Employee Engagement, Strategic Communication, Deep Learning
初级 · 课程 · 1-3 个月

您将获得的技能: Key Performance Indicators (KPIs), Performance Analysis, Performance Metric, Financial Management, Financial Data, Performance Measurement, Account Strategy, Data Analysis, Account Management, Analytics, Data-Driven Decision-Making, Customer Analysis, Data Visualization Software, Customer Data Management, Power BI, Customer Insights, Financial Analysis, Budgeting, Financial Forecasting, Microsoft Copilot
高级设置 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Precision Medicine, Clinical Trials, Data-Driven Decision-Making, Data Science, Strategic Decision-Making, Decision Making, Clinical Research, Health Policy, Random Forest Algorithm, Medical Science and Research, Estimation, Treatment Planning, Applied Machine Learning, A/B Testing, Machine Learning, Online Advertising
中级 · 课程 · 1-3 个月

您将获得的技能: Health Technology, Healthcare Ethics, Clinical Informatics, Medical Imaging, Diagnostic Radiology, Clinical Documentation, Radiology, Clinical Nursing, Data Ethics, Responsible AI, Clinical Practices, Image Analysis, Health Informatics, X-Ray Computed Tomography, Clinical Research, Risking, AI literacy, Predictive Analytics, Decision Support Systems, AI Personalization
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: Data-Driven Decision-Making, Data Strategy, Strategic Decision-Making, Business Analytics, Business Intelligence, Analytics, Data Literacy, Decision Making, Forecasting, Data Science, Operational Analysis, Data Analysis, Market Intelligence, Predictive Analytics, Artificial Intelligence
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Reinforcement Learning, Decision Intelligence, Responsible AI, Agentic systems, Data Ethics, Artificial Intelligence, Machine Learning Methods, Distributed Computing, AI Security, Model Training
初级 · 课程 · 1-4 周