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: Google Analytics, Marketing Effectiveness, Smart Goals, Web Analytics and SEO, Advertising Campaigns, Google Ads, Web Analytics, Marketing Analytics, Goal Setting, Search Engine Optimization, Verification And Validation, Marketing Strategies, Customer Insights, Campaign Management, Performance Reporting, Target Audience, Business Reporting, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making
初级 · 专项课程 · 3-6 个月

Meta
您将获得的技能: Data Storytelling, Data Presentation, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Collection, Data Governance, Bayesian Statistics, Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Information Privacy, Data Cleansing, Pandas (Python Package), Data Analysis, Data Visualization Software, Spreadsheet Software, Exploratory Data Analysis, SQL, Python Programming
初级 · 专业证书 · 3-6 个月

Creo Incubator
您将获得的技能: Proposal Development, Change Management, Influencing, Leadership, Stakeholder Analysis, Stakeholder Management, Business Priorities, Business Leadership, Organizational Change, Strategic Decision-Making, Persuasive Communication, Presentations, Constructive Feedback, Strategic Communication
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Business Reporting, Dashboard, Stakeholder Communications, AI Enablement, Strategic Decision-Making, Project Coordination, Project Management, Risk Management
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Presentation, Strategic Prioritization, User Research, Data-Driven Decision-Making, Business Analytics, Persona Development, Stakeholder Communications, Customer Insights, Analytics, Presentations, Quantitative Research
中级 · 课程 · 1-4 周

您将获得的技能: Organizational Effectiveness, Strategic Decision-Making, Operations Management
初级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Performance Analysis, Sports Medicine, Athletic Training, Patient Evaluation, Exercise Science, Injury Prevention, Performance Reporting, Rehabilitation, Coaching, Health Technology, Load Balancing, Clinical Assessment, Decision Support Systems, Data Integration, Global Positioning Systems
初级 · 课程 · 1-4 周

您将获得的技能: Culture Transformation, Human Resource Strategy, Human Capital, Organizational Change, Diversity and Inclusion, Strategic Leadership, Talent Management, Business Transformation, Change Management, Workforce Planning, Organizational Effectiveness, Data-Driven Decision-Making, Predictive Analytics, Strategic Partnership
中级 · 课程 · 1-4 周

University of Virginia
您将获得的技能: 同行评审, 新业务开发, 计划执行, 竞争分析, 管理, 战略领导力, 战略决策, 增长战略, 项目管理, 商业研究, 兼并与收购, 利益相关者管理, 业务规划, 商业道德, 分析, 企业战略, 组织战略, 战略思维, 数据驱动的决策制定
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Sprint Retrospectives, User Story, Jira (Software), Performance Metric, Sprint Planning, Release Management, Product Roadmaps, Performance Analysis, Root Cause Analysis, Project Planning, Agile Methodology, Agile Project Management, Team Performance Management, Backlogs, Continuous Improvement Process, Operational Analysis, Collaborative Software, Data-Driven Decision-Making, Prioritization, Descriptive Analytics
初级 · 课程 · 1-4 周

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
University of Illinois Urbana-Champaign
您将获得的技能: 组织效能, 管理, 组织变革, 企业管理, 增长战略, 组织战略, 决策, 企业战略, 人力资源战略, 创新, 战略思维, 组织结构, 系统思考
攻读学位
初级 · 课程 · 1-3 个月