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。
University of Illinois Urbana-Champaign
您将获得的技能: Operator 的运营成本, 分析, 成本管理, 决策, 会计系统, 成本会计, 财务会计, 会计, 成本估算, 管理会计, 供应链
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Content Performance Analysis, Persona Development, Content Marketing, Customer Insights, Target Audience, Content Strategy, Persona (User Experience), Social Media Content, Data Storytelling, Marketing Analytics, Performance Measurement, Scheduling, Drive Engagement, Key Performance Indicators (KPIs), Return On Investment, Strategic Decision-Making
初级 · 课程 · 1-4 周

您将获得的技能: Smart Goals, Marketing Effectiveness, Goal Setting, Marketing Planning, Marketing Strategies, Marketing Automation, Content Marketing, Key Performance Indicators (KPIs), Business Priorities, Performance Measurement, Data-Driven Decision-Making, Web Analytics, Accountability
初级 · 课程 · 1-4 周

Logical Operations
您将获得的技能: Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Excel Formulas, Data Presentation, Data Visualization Software, Data Analysis, Microsoft Office, Microsoft 365, Data Entry, Data Manipulation, Productivity Software, Data Management, Document Management, User Interface (UI)
中级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 克服障碍, 决策, 批判性思维, 组织变革, 说服沟通, 行为经济学, 变革管理, 影响, 认知灵活性
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 组织效能, 决策, 系统思考, 组织变革, 创新, 企业管理, 组织结构, 管理, 增长战略, 人力资源战略, 企业战略, 组织战略, 战略思维
攻读学位
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: AI Orchestration, AI Workflows, LLM Application, Agentic systems, Tool Calling, LangChain, Artificial Intelligence, Prompt Engineering, Model Evaluation, Context Management, Scenario Testing, Performance Testing, Development Testing, Debugging
中级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Responsible AI, Data Ethics, Health Care Administration, Practice Management Software, Medical Billing and Coding, Artificial Intelligence, Health Informatics, Regulatory Compliance, AI Enablement, Patient Flow, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Machine Learning, Medical Billing, Natural Language Processing, Revenue Cycle Management, Artificial Intelligence and Machine Learning (AI/ML), Healthcare Ethics, Medical Assistance, Fraud detection, Generative AI
中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Artificial Intelligence, Generative AI
初级 · 课程 · 1-4 周

您将获得的技能: Earned Value Management, Performance Metric, Project Controls, Variance Analysis, Scheduling
初级 · 课程 · 1-4 周

您将获得的技能: Financial Statement Analysis, Budget Management, Budgeting, Banking, Financial Data, Revenue Forecasting, Financial Forecasting, Financial Management, Trend Analysis, Financial Analysis, Business Acumen, Cost Management, Operating Budget, Corporate Finance, Accounting and Finance Software, Financial Modeling, Commercial Lending, Performance Analysis, Financial Statements, Business
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Pay Per Click Advertising, Performance marketing, Google Ads, Keyword Research, Advertising Campaigns, Search Engine Marketing, Marketing Budgets, Online Advertising, Paid media, Advertising, Digital Advertising, Marketing, Data-Driven Decision-Making, Digital Marketing, Sales Presentation, Performance Metric
初级 · 课程 · 1-4 周