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: Healthcare Ethics, Health Informatics, Machine Learning, Deep Learning, Machine Learning Software, Clinical Informatics, Statistical Machine Learning, Convolutional Neural Networks, Data Preprocessing, Predictive Modeling, Electronic Medical Record System, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Model Evaluation, Data Analysis
中级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 招聘, 组织效能, 决策, 领导力研究, 组织变革, 人力资本, 变革管理, 工作分析, 薪酬管理, 团队激励, 绩效管理, 员工绩效管理, 组织结构, 人员管理, 领导与管理
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Web Analytics and SEO, Data Storytelling, Analytics, Statistical Methods, Statistical Analysis, Performance Reporting
初级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 组织效能, 人力资源, 数据分析, 绩效衡量, 绩效管理, 人力资源战略, 人力资源分析, 人力资本, 协作, 性能分析, 网络分析, 留住员工, 预测分析, 劳动力管理, 员工绩效管理, 人才管理, 数据驱动的决策制定, 分析
混合 · 课程 · 1-4 周

您将获得的技能: Delegation Skills, Meeting Facilitation, Process Optimization, Organizational Change, Technical Management, Virtual Teams, Conflict Management, Team Management, People Management, Leadership and Management, Leadership Development, Project Management, Performance Management, Time Management, Personal Development, Relationship Building, Human Resources Management and Planning, Teamwork, Communication, Organizational Leadership
中级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Google Analytics, Web Analytics, Marketing Effectiveness, Marketing Analytics, Content Performance Analysis, Web Analytics and SEO, Looker (Software), Google Ads, Data Visualization, Data Visualization Software, Marketing Automation, Customer Insights, Campaign Management, Data-Driven Decision-Making, Business Reporting, Performance Reporting, Trend Analysis, Data Validation, Statistical Analysis, Key Performance Indicators (KPIs)
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Spreadsheet Software, Financial Data, Excel Formulas, Budget Management, Microsoft Excel, Budgeting, Financial Analysis, Data Cleansing, Financial Modeling, Data Integration, Financial Reporting, Data Validation
中级 · 课程 · 1-4 周

您将获得的技能: User Story, Prompt Engineering, No-Code Development, User Feedback, Technical Communication, Application Deployment, AI Security, Performance Tuning, Data Wrangling, Version Control, Business Process Automation, API Testing, DevSecOps, Site Reliability Engineering, Integration Testing, Application Security, Application Programming Interface (API), Agile Methodology, LLM Application, Data Integration
中级 · 专项课程 · 3-6 个月

The University of Edinburgh
您将获得的技能: 自我意识, 心理学, 决策, 科学方法, 行为经济学, 儿童发展
中级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: Sales Pipelines, B2B Sales, Prospecting and Qualification, Consultative Selling, Selling Techniques, Sales Process, Persuasive Communication, Communication, Stakeholder Engagement, Enterprise Sales, Value Propositions, Performance Metric, Upselling, Technical Sales, Sales, Cross Selling, Overcoming Objections, Sales Presentations, Negotiation, Analytics
初级 · 专项课程 · 1-3 个月

AI CERTs
您将获得的技能: Responsible AI, AI Security, Data Ethics, Governance, Data Governance, Law, Regulation, and Compliance, Ethical Standards And Conduct, Compliance Training, Artificial Intelligence, Business Ethics, Compliance Management, Accountability, Regulatory Requirements, Governance Risk Management and Compliance, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Stakeholder Engagement
初级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Content Performance Analysis, Social Media Management, Instagram, Social Media Campaigns, Facebook, Social Media, Advertising, Social Media Marketing, E-Commerce, Collaboration, Content Creation, Data-Driven Decision-Making, Customer Service, Asset Management, Content Marketing, Team Management, Drive Engagement, Sales
初级 · 课程 · 1-4 周