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: Working Capital, Financial Statement Analysis, Portfolio Risk, Business Ethics, Portfolio Management, Cash Management, Financial Statements, Financial Analysis, Ethical Standards And Conduct, Law, Regulation, and Compliance, Investment Management, Business Valuation, Regulation and Legal Compliance, Financial Management, Business Risk Management, Risk Modeling, Cash Flows, Strategic Decision-Making, Governance, Environmental Social And Corporate Governance (ESG)
初级 · 课程 · 1-3 个月

您将获得的技能: Stakeholder Engagement, Clinical Leadership, Strategic Leadership, Nursing Administration, Nursing Management, Strategic Decision-Making, Stakeholder Management, Leadership, Accountability, Nursing Practices, Stakeholder Communications, Decision Making, Leadership Development, Critical Thinking and Problem Solving, Communication Strategies, Strategic Thinking, Problem Solving, Communication Planning, Complex Problem Solving, Dealing With Ambiguity
中级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Presentation, Data Visualization, Interactive Data Visualization, Statistical Visualization, Dashboard, Data Visualization Software, Dashboard Creation, Looker (Software), Data Literacy, Health Informatics, Technical Communication, Spatial Data Analysis, Data Analysis, Health Technology, Geospatial Mapping, Health Care, Web Content Accessibility Guidelines
中级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Business Ethics, Personal Integrity, Professionalism, Ethical Standards And Conduct, Organizational Leadership, Empathy & Emotional Intelligence, Decision Making, Empathy, Emotional Intelligence, Social Skills, Leadership, Culture Transformation, Influencing, Sociology, Social Sciences, Psychology, Compliance Management
混合 · 课程 · 1-4 周

您将获得的技能: Unity Engine, Agentic systems, Game Design, Video Game Development, Artificial Intelligence, Simulations, System Design and Implementation, Scripting, Software Design Patterns
中级 · 课程 · 1-4 周

您将获得的技能: Interactive Data Visualization, Data Visualization, Exploratory Data Analysis, Dashboard, Dashboard Creation, Data Visualization Software, Data Presentation, Data Integration, Heat Maps, Datamaps, Spatial Data Analysis, Data-Driven Decision-Making, Decision Support Systems, Business Intelligence Software, Spatial Analysis, Geospatial Information and Technology, Data Mapping
初级 · 指导项目 · 不超过 2 小时
University of Illinois Urbana-Champaign
您将获得的技能: 统计分析, 估算, 抽样(统计), 统计报告, 统计推理, 决策, 数据驱动决策, Microsoft Excel, 统计可视化, 探索性数据分析, 描述性分析, 商业分析, 数据分析, 数据展示, 概率与统计, 统计资料, 统计方法, 描述性统计, 分析技能, 定量研究
初级 · 课程 · 1-4 周

Banco Interamericano de Desarrollo
您将获得的技能: Feasibility Studies, Risk Management, Project Risk Management, Risk Analysis, Governance Risk Management and Compliance, Risk Mitigation, Governance, Disaster Recovery, Key Performance Indicators (KPIs), Financial Analysis, Cost Benefit Analysis, Investment Management, Prioritization, Climate Change Adaptation, Quantitative Research, Decision Making, Public Works, Public Policies
高级设置 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Business Logic, Decision Intelligence, Decision Support Systems, Business Process Automation, Test Case, Computational Logic, Verification And Validation, Automation, Program Development, Docker (Software), Complex Problem Solving, Diagram Design, Application Programming Interface (API)
中级 · 指导项目 · 不超过 2 小时

University of Michigan
您将获得的技能: 统计分析, R 程序设计, 数据驱动决策, 科学与研究, 分析, 统计方法, 数据分析, 时间序列分析和预测, 预测, Ggplot2, 统计软件, 统计编程, 分析技能, 计划评估, 统计假设检验, 政策分析, 研究设计, 公共政策
中级 · 课程 · 1-3 个月

您将获得的技能: SQL, Data Presentation, Business Analysis, Data Analysis, Query Languages, Databases
初级 · 指导项目 · 不超过 2 小时

Illinois Tech
您将获得的技能: Game Theory, Market Dynamics, Business Economics, Strategic Decision-Making, Strategic Thinking, Business Strategy, Supply And Demand, Revenue Management, Economics, Customer Analysis, Market Analysis, Competitive Analysis, Consumer Behaviour, Profit and Loss (P&L) Management, Policy Analysis
攻读学位
中级 · 课程 · 1-3 个月