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。

Creo Incubator
您将获得的技能: Decision Making, Cultural Sensitivity, Rapport Building, Empathy, Adaptability, Influencing, Leadership, digital literacy, Ethical Standards And Conduct
初级 · 课程 · 1-4 周

您将获得的技能: Healthcare 5.0, Artificial Intelligence, AI Enablement, Jupyter, Healthcare Ethics, Health Informatics, Healthcare Industry Knowledge, LLM Application, Machine Learning, Deep Learning, Machine Learning Software, MLOps (Machine Learning Operations), Generative Model Architectures, Statistical Machine Learning, AI Product Strategy, Model Evaluation, Predictive Modeling, Data-Driven Decision-Making, Data Processing, Data Analysis
中级 · 专项课程 · 1-3 个月

您将获得的技能: Stakeholder Engagement, Business Intelligence, Data-Driven Decision-Making, Dashboard, Business Analytics, Real Time Data, Data Integration, Data Modeling, Data Storytelling, Data Analysis, Key Performance Indicators (KPIs), Data Presentation, Business Process, Project Implementation, Data Pipelines
高级设置 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Random Forest Algorithm, Predictive Modeling, Regression Analysis, Decision Tree Learning, Machine Learning, Scikit Learn (Machine Learning Library), Exploratory Data Analysis
初级 · 指导项目 · 不超过 2 小时

Real Madrid Graduate School Universidad Europea
您将获得的技能: Precision Medicine, Accident Prevention, Data Ethics, Kinesiology, Applied Machine Learning, AI Enablement, Bayesian Network, Child Development, Working With Children, Machine Learning, Data-Driven Decision-Making, Epidemiology, Continuous Monitoring, Load Balancing, Decision Support Systems, Emerging Technologies, Predictive Modeling, Health Education, Biomedical Engineering, Data Integration
初级 · 专项课程 · 3-6 个月
您将获得的技能: Diagram Design, Technical Documentation, Technical Drawing, Software Design Documents, Unified Modeling Language, Technical Communication, Data Flow Diagrams (DFDs), Document Management, Style Guides, Image Quality, File Management, Software Versioning, Graphic and Visual Design, Web Content Accessibility Guidelines, Version Control, Typography
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 数据建模, 关系数据库, 数据库设计, 业务流程管理, 数据整合, 商业分析, 绩效衡量, SQL, 商业智能, 数据仓库, Data Governance, 仪表板, Oracle 数据库, 数据库管理系统, 微策略, 摘录, 决策支持系统, 数据库管理, 数据可视化, 星形模式
高级设置 · 专项课程 · 3-6 个月

New York University
您将获得的技能: Python 程序设计, 机器学习, 决策树学习, Scikit-learn (机器学习库), 降维, 相关性分析, 金融服务, 人工神经网络, 金融交易, 无监督学习, 投资组合管理, 探索性数据分析, 强化学习, 监督学习, 回归分析, 应用机器学习
中级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 会计, 财务分析, 收入确认, 同行评审, 财务会计, 公认会计原则(GAAP), 财务管理, 兼并与收购, 现金管理, 现金流量, 金融, 风险管理, 投资组合管理, 折旧, 信用风险, 投资, 企业财务, 商业估值, 权责发生制会计, 金融报表
攻读学位
中级 · 专项课程 · 3-6 个月
Duke University
您将获得的技能: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Predictive Modeling, Artificial Intelligence, Machine Learning, Statistical Modeling, Python Programming, Logistic Regression, Deep Learning, Artificial Neural Networks
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Financial Analysis, Capital Expenditure, Return On Investment, Business Strategy, Data-Driven Decision-Making, Capital Budgeting, Financial Modeling, Financial Statements, Corporate Finance, Risk Analysis, Presentations
中级 · 课程 · 1-4 周

Alex Genadinik
您将获得的技能: Empathy, Strategic Decision-Making, Productivity, Self-Motivation, Time Management, Stress Management, Self-Discipline, Creativity, Mental Concentration, Growth Mindedness, Empathy & Emotional Intelligence, Data-Driven Decision-Making, Emotional Intelligence, Strategic Prioritization, Personal Development, Ingenuity, Open Mindset, Critical Thinking, Resilience, Business Leadership
初级 · 专项课程 · 3-6 个月