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。

University of Michigan
您将获得的技能: Team Leadership, Team Management, Team Building, Teamwork, Conflict Management, Team Motivation, Trustworthiness, Decision Making, Rapport Building, Cooperation, People Management, Goal Setting, Leadership, Professional Development, Performance Management, Employee Performance Management, Organizational Structure, Coordination, Diversity and Inclusion
混合 · 课程 · 1-4 周
Rice University
您将获得的技能: 投资组合风险, 概率分布, 定量研究, 投资回报, 投资管理, 投资组合管理, 风险管理, 金融, 风险分析, Variance 分析, 统计方法, 金融市场, 相关性分析, 投资, 决策
混合 · 课程 · 1-3 个月

Niel Asher Education
您将获得的技能: Patient Communication, Injury Prevention, Physical Therapy, Exercise Science, Kinesiology, Human Musculoskeletal System, General Medicine, Family Medicine, Health And Wellness Coaching, Health Care, Pathology, Human Relations Movement
中级 · 专项课程 · 3-6 个月

CertNexus
您将获得的技能: Data Science, Data Strategy, Internet Of Things, AI Product Strategy, Analytics, Big Data, Data Collection, Artificial Intelligence, Descriptive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Process Optimization, Process Improvement and Optimization, Cloud Computing, Operations, Marketing, Operational Efficiency, Customer Service, User Experience, Prototyping
混合 · 课程 · 1-3 个月

您将获得的技能: Nursing Management, Patient Safety, Continuous Quality Improvement (CQI), Nursing Practices, Nursing, Health Informatics, Leadership, Collaboration, Accountability, Safety Standards, Real Time Data
中级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Large Language Modeling, Image Analysis, Real Time Data, Computer Vision, Advanced Analytics, AI Enablement, Reinforcement Learning, Data Analysis, Data-Driven Decision-Making, Artificial Intelligence, Analysis, Machine Learning, Automation, Data Presentation, Natural Language Processing, Supervised Learning, Innovation
初级 · 课程 · 1-4 周

Rice University
您将获得的技能: 财务分析, 案例研究, 投资管理, 投资回报, 企业财务, 现金流量, 金融, 财务会计, 资本预算编制, 商业估值, 资本市场, 风险分析, 财务管理
初级 · 课程 · 1-3 个月

您将获得的技能: Process Improvement, Lean Six Sigma, Six Sigma Methodology, Root Cause Analysis, Process Analysis, Process Mapping, Business Process Improvement, Quality Improvement, Process Optimization, Financial Controls, Data-Driven Decision-Making, Continuous Improvement Process, Business Workflow Analysis, Process Flow Diagrams, Finance
中级 · 课程 · 1-4 周

Rutgers the State University of New Jersey
您将获得的技能: 周转资金, 战略决策, 案例研究, 财务分析, 绩效衡量, 数据分析, 供应链管理, 运行效率, 工作分析
初级 · 课程 · 1-4 周

您将获得的技能: Kaizen Methodology, Pareto Chart, Operational Efficiency
初级 · 课程 · 1-3 个月

University of Washington
您将获得的技能: 无监督学习, 统计建模, 概率分布, 非结构化数据, 文本挖掘, 可扩展性, 统计机器学习, 机器学习, 统计推理, 贝叶斯统计, Algorithm, 应用机器学习, 数据挖掘, 机器学习算法, 数据结构, 分布式计算
混合 · 课程 · 1-3 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: AI Personalization, Medical Equipment and Technology, AI Enablement, Risk Modeling, Health Systems, Artificial Intelligence and Machine Learning (AI/ML), Physical Stamina, Accident Prevention, Predictive Modeling, Healthcare Ethics, Pediatrics, Emerging Technologies, Load Balancing, Real Time Data, Health Education, Machine Learning, Child Health, Biomedical Engineering, Data Modeling, Child Development
初级 · 专项课程 · 3-6 个月