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: Organizational Effectiveness, Strategic Decision-Making, Operations Management
初级 · 课程 · 1-4 周

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

您将获得的技能: Data Storytelling, Customer Analysis, Customer Retention, Marketing Analytics, Customer Insights, Strategic Decision-Making, Product Strategy, Data Analysis, Product Management, Data-Driven Decision-Making, Advanced Analytics, Unsupervised Learning, Technical Documentation, Performance Measurement, Machine Learning Algorithms
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 理论计算机科学, 非结构化数据, 调试, 单元测试, JUnit, Algorithm, Java, 数据结构, 性能调整, 面向对象编程(OOP)
中级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Presentations, Rmarkdown, Data Presentation, Data Cleansing, Data Visualization, Ggplot2, Data Validation, Spreadsheet Software, Data Visualization Software, Data Ethics, Data Analysis, Data-Driven Decision-Making, Tableau Software, Data Literacy, Data Processing, Dashboard, Business Analysis, Stakeholder Communications, Databases
初级 · 专业证书 · 3-6 个月

您将获得的技能: Git (Version Control System), GitHub, Version Control, Continuous Integration, Software Versioning, Collaborative Software, Software Development Tools, Code Review, Issue Tracking, Command-Line Interface
初级 · 课程 · 1-4 周

您将获得的技能: Dashboard, Interactive Data Visualization, Power BI, Data Storytelling, Data Visualization Software, Key Performance Indicators (KPIs), Business Intelligence, Data Ethics, Collaboration, Data Governance, Data Sharing, Performance Reporting, Data-Driven Decision-Making, Statistical Reporting, Business Analytics, Data Management, Data Security, Performance Management, Continuous Deployment, Cloud-Based Integration
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Brainstorming, Email Automation, AI Enablement, Concision, Large Language Modeling, Business Writing, Productivity, Organizational Skills
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Anomaly Detection, Model Evaluation, Dashboard, CI/CD, Data Visualization, DevOps, Continuous Monitoring, Data-Driven Decision-Making, Performance Analysis, Key Performance Indicators (KPIs), Statistical Analysis, Performance Tuning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Real Time Data, Automation, Agentic systems, Version Control
中级 · 专项课程 · 3-6 个月

您将获得的技能: Budgeting, Cost Management, Operating Budget, Financial Management, Accounting and Finance Software, Financial Forecasting, Financial Acumen, Cash Flow Forecasting, Revenue Forecasting, Variance Analysis, Profit and Loss (P&L) Management, Consolidation, Financial Analysis, Expense Management, Business Acumen, Strategic Decision-Making, Data-Driven Decision-Making, Trend Analysis, Key Performance Indicators (KPIs)
初级 · 课程 · 1-4 周