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。

Johns Hopkins University
您将获得的技能: Rmarkdown, Data Science, Version Control, R (Software), Big Data, R Programming, Data Visualization Software, General Science and Research, GitHub, Statistical Programming, Git (Version Control System), Data Analysis, Exploratory Data Analysis, Integrated Development Environments, Software Installation
混合 · 课程 · 1-4 周

您将获得的技能: Version Control, Object Oriented Programming (OOP), C# (Programming Language), Microsoft Visual Studio, Development Environment, Program Development, Integrated Development Environments, Computer Programming, Programming Principles
初级 · 课程 · 3-6 个月

您将获得的技能: Javascript, JSON, Event-Driven Programming, Web Development, Programming Principles, Web Applications, Data Structures, Application Deployment, Application Development, Debugging
初级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Data Transformation, Engineering Management, Data-Driven Decision-Making, Data Storytelling, Capacity Management, Data Analysis, Unstructured Data, Data Strategy, Data Management, Business Intelligence, Data Governance, Management Reporting
初级 · 课程 · 1-4 周
您将获得的技能: Medical Privacy, General Data Protection Regulation (GDPR), Information Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Open Source Technology, Patient Communication, OpenAI, Data Ethics, Clinical Documentation, Responsible AI, Clinical Informatics, AI Enablement, Healthcare Ethics, Decision Support Systems, Health Care Procedure and Regulation, ChatGPT, Healthcare Industry Knowledge, AI Personalization, Automation, Medical Coding
中级 · 课程 · 1-3 个月

您将获得的技能: Capital Expenditure, Financial Modeling, Financial Analysis, Revenue Forecasting, Business Valuation, Financial Statement Analysis, Financial Statements, Financial Forecasting, Depreciation, Cash Flow Forecasting, Balance Sheet, Annual Reports, Sales, Working Capital, Microsoft Excel
混合 · 课程 · 1-4 周

您将获得的技能: Strategic Decision-Making, Corporate Strategy, Business Strategies, Business Strategy, Business Ethics, Strategic Planning, Growth Strategies, Strategic Thinking, Organizational Strategy, Environmental Social And Corporate Governance (ESG), Strategic Prioritization, Business Planning, Operational Efficiency, Business Process Reengineering, Organizational Effectiveness, Operational Analysis, Corporate Sustainability, Competitive Analysis, Market Share, Portfolio Management
混合 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Injury Prevention, Predictive Analytics, Advanced Analytics, Data-Driven Decision-Making, People Analytics, Rehabilitation, Artificial Intelligence, Data Analysis, Real Time Data, Health Technology, Competitive Analysis, Process Optimization, Coaching, Organizational Strategy, Technology Solutions, Goal Setting, Virtual Reality, Talent Recruitment, Data Collection, Physical Science
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Responsible AI, Generative AI, Prompt Patterns, AI Enablement, Risking, System Support, Data Ethics, System Monitoring, Technical Communication, Model Evaluation, Strategic Planning
中级 · 课程 · 1-4 周

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

您将获得的技能: Git (Version Control System), GitHub, Version Control, Jenkins, CI/CD, DevOps, Software Development Tools, Software Versioning, Microsoft Copilot, Software Development, Security Controls, Code Review
初级 · 课程 · 1-4 周

University of Virginia
您将获得的技能: Stakeholder Communications, Customer Insights, Product Management, Product Improvement, New Product Development, Product Lifecycle Management, Product Roadmaps, Innovation, Agile Methodology, Business Analytics, Data-Driven Decision-Making, Product Testing, Lean Methodologies, Continuous Improvement Process
初级 · 课程 · 1-4 周