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。

Illinois Tech
您将获得的技能: Clinical Informatics, Data Ethics, Health Informatics, Responsible AI, Electronic Medical Record System, Health Care, Health Technology, Clinical Data Management, Healthcare Ethics, Artificial Intelligence, Natural Language Processing, Decision Support Systems, Machine Learning, Data Quality, Generative AI
混合 · 课程 · 1-4 周

您将获得的技能: Google Analytics, Web Analytics, Marketing Analytics, Target Audience, Campaign Management, Data-Driven Decision-Making, Marketing Effectiveness, Performance marketing, Data Validation, Real Time Data, Customer Insights, Trend Analysis, Data Quality, Anomaly Detection, Benchmarking
初级 · 课程 · 1-4 周

您将获得的技能: Google Analytics, Web Analytics, Web Analytics and SEO, Marketing Analytics, Content Performance Analysis, Data-Driven Decision-Making, Analytics, Performance Reporting, Driving engagement, Key Performance Indicators (KPIs), Performance Metric, Customer Insights, AI Personalization, Performance Analysis
初级 · 课程 · 1-4 周

IESE Business School
您将获得的技能: 营销策略, 财务分析, 战略营销, 会计, 冲突管理, 领导力培养, 财务数据, 营销, 收益表, 跨文化能力, 金融, 商业分析, 品牌管理, 财务敏锐性, 财务报表分析, 管理团队, 价值主张, 金融报表, 财务管理
初级 · 专项课程 · 3-6 个月

您将获得的技能: Sample Size Determination, Data Strategy, Analytical Skills, Data-Driven Decision-Making, Data Analysis, Analytics, Jupyter, Data Science, Statistical Analysis, Data Collection, Data Mining, Data Management, MLOps (Machine Learning Operations), Research and Design, Version Control, Software Documentation
中级 · 课程 · 1-4 周

ESSEC Business School
您将获得的技能: 利益相关者管理, 沟通, 冲突管理, 人际沟通, 组织技能, 建立关系, 谈判, 决策, 战略伙伴关系, 价值主张, 积极倾听, 管理团队
初级 · 课程 · 1-3 个月

您将获得的技能: Strategic Sourcing, Supplier Management, Vendor Management, Contract Negotiation, Supplier Performance Management, Vendor Relationship Management, Supplier Relationship Management, Procurement, Financial Modeling, Cost Benefit Analysis, Negotiation, Market Research, Market Intelligence, Risk Management, Financial Analysis, Data-Driven Decision-Making, Spreadsheet Software, Process Improvement, Business Communication, Data Analysis
中级 · 专项课程 · 3-6 个月

您将获得的技能: Organizational Effectiveness, Strategic Decision-Making, Operations Management
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 会计, 数据叙事, 现金流量, 网络模型, 数据扫盲, 权责发生制会计, 收入确认, 资产管理, 分析, 大数据, 财务会计, 数据分析, 商业分析, 信息图表, 金融报表, 数据收集, 知识产权, 数据可视化, 数据质量
中级 · 专项课程 · 3-6 个月

Universitat de Barcelona
您将获得的技能: Problem Solving, Higher Education, Train The Trainer, Creative Problem-Solving, Collaboration, Critical Thinking, Innovation, Complex Problem Solving, Teamwork, Instructional Design, Decision Making, Learning Strategies, digital literacy
混合 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Data-Driven Decision-Making, Predictive Modeling, Risk Analysis, Strategic Decision-Making, Performance Metric, Technical Communication
初级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 设计元素和原则, 数据叙事, 制图, 数据扫盲, 数据可视化软件, 故事板, 数据分析, Tableau 软件, 高级分析, 探索性数据分析, 透视表和图表, 数据映射, 数据展示, 利益相关者分析, 交互式数据可视化, 数据伦理, 仪表板, 数据可视化, 提案制定, 可视化(计算机制图)
初级 · 专项课程 · 3-6 个月