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。
Macquarie University
您将获得的技能: 数据操作, Excel 公式, 数据叙事, 微软Excel, 电子表格软件, 数据展示, 数据扫盲, 财务分析, 分析技能, 高级分析, 商业分析, 商业数学, 数据预处理, 透视表和图表, 仪表板, 数据分析软件, Excel 宏, 财务预测
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Web Analytics, Customer Engagement, Technical Communication, Campaign Management, Analysis, Strategic Marketing, Performance Metric, Business Metrics, Data-Driven Decision-Making, Descriptive Analytics, Stakeholder Communications
初级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Dashboard, Exploratory Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Data Analysis Expressions (DAX), Power BI, Business Intelligence, Data-Driven Decision-Making, Data Modeling, Database Design, Microsoft Power Platform, Snowflake Schema, Data Transformation, Extract, Transform, Load, Data Storytelling, Data Strategy, Data Integration, Data Cleansing, Process Improvement and Optimization, Data Analysis, Data Management, Data Governance, Data Quality, Relationship Management
初级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Responsible AI, Strategic Leadership, AI Enablement, Business Strategy, Data Ethics, Organizational Strategy, Business Transformation, Project Management Software, Artificial Intelligence, Business Process Automation, Emerging Technologies, Business Ethics, Governance, Data-Driven Decision-Making, Workforce Planning
初级 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: Active Listening, Influencing, Negotiation, Leadership, Professional Development, Social Skills, Personal Development, Conflict Management, Decision Making, Persuasive Communication, Relationship Building, Business Ethics, Professionalism, Leadership Development, Communication, Ethical Standards And Conduct, Interpersonal Communications, Empathy, Business Leadership, Initiative and Leadership
初级 · 专项课程 · 3-6 个月

您将获得的技能: Microsoft Excel, Dashboard, Data Visualization, Spreadsheet Software, Data Presentation, Excel Formulas, Stakeholder Communications, Project Coordination, Project Management, Technical Communication, Operational Efficiency, Project Planning, Prioritization, Data-Driven Decision-Making, Scheduling, Performance Analysis, Automation
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 文化, 文化敏感性, 组织领导力, 创造性思维, 文化多样性, 业务领导, 商业分析, 创造力, 商业道德, 情绪商数, 组织结构, 决策, 集思广益, 会计, 品牌管理, 构思, 企业战略, 领导与管理, 创造性地解决问题
初级 · 专项课程 · 3-6 个月
Stanford University
您将获得的技能: 数据结构, 图论, 计算思维, 理论计算机科学, 生物信息学, Algorithm
中级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Kinesiology, Applied Machine Learning, Bayesian Network, Machine Learning, Data-Driven Decision-Making, Epidemiology, Load Balancing, Health Education, Data Integration, Systems Engineering, Psychological Evaluations
初级 · 课程 · 1-4 周

Erasmus University Rotterdam
您将获得的技能: 供应与需求, 环境问题, 税收, 决策, 市场动态, 行为经济学, 经济学, 社会经济学, 市场分析, 可持续发展, 消费者行为, 金融市场, 公共政策
初级 · 课程 · 1-3 个月

您将获得的技能: Data Ethics, Financial Modeling, Responsible AI, AI Security, Financial Forecasting, Financial Statements, Depreciation, Business Ethics, Balance Sheet, Capital Budgeting, Artificial Intelligence, Strategic Decision-Making, Data Management, Information Privacy, Financial Analysis, Excel Formulas, Ethical Standards And Conduct, Finance, Business Strategy, Business
初级 · 专项课程 · 3-6 个月