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: Prompt Patterns, AI Enablement, Personalized Service, Data Ethics, Customer experience improvement, Real Time Data, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Responsible AI, AI Workflows, Customer Advocacy, Content Creation, Machine Learning, Image Analysis, Context Management, Decision Making
初级 · 专项课程 · 1-3 个月

Duke University
您将获得的技能: 财务分析, 心理学, 概率与统计, 经济学, 决策, 财务规划, 行为经济学, 金融, 风险分析, 消费者行为
初级 · 课程 · 1-4 周

您将获得的技能: Project Design, Project Coordination, Decision Making, Agile Methodology, Stakeholder Engagement, Waterfall Methodology, Project Management, Agile Project Management, Project Planning
初级 · 课程 · 1-4 周

您将获得的技能: IT Security Architecture, Computer Networking, Operating System Administration, Package and Software Management, Network Troubleshooting, Version Control, IT Automation, Systems Administration, IT Infrastructure, TCP/IP, Git (Version Control System), Chef (Configuration Management Tool), Network Security, Ruby (Programming Language), File Systems, Microsoft Windows, Computer Hardware, Technical Support, Interviewing Skills, Applicant Tracking Systems
攻读学位
初级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: 数据可视化软件, SQL, 数据分析, 模型评估, 数据叙事, Python 程序设计, Plotly, 专业网络, Excel 公式, 生成式人工智能, 统计可视化, 数据导入/导出, 仪表板, 数据可视化, 数据展示, 数据转换, 探索性数据分析, 交互式数据可视化, IBM Cognos 分析, 微软Excel
攻读学位
初级 · 专业证书 · 3-6 个月

您将获得的技能: Prompt Engineering, AI Product Strategy, Prompt Patterns, ChatGPT, Responsible AI, Generative AI, Google Gemini, Product Management, AI Enablement, Artificial Intelligence, Real Time Data, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, AI Personalization, Machine Learning, Stakeholder Engagement, Context Management, Decision Making
中级 · 专项课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 工艺优化, 模拟和模拟软件, 回归分析, 业务建模, 谷歌工作表, 决策树学习, 电子表格软件, Excel 公式, 统计方法, 预测分析, 分析, 风险分析, 预测, 金融建模, 数据分析软件, 概率分布, 运筹学, 微软Excel
混合 · 课程 · 1-4 周
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
高级设置 · 专业证书 · 3-6 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, Agentic Workflows, Prompt Patterns, AI Orchestration, Generative AI, Workflow Management, AI Enablement, Agentic systems, Strategic Decision-Making, Business Intelligence, Business Leadership, Data-Driven Decision-Making, Organizational Leadership, Automation, Strategic Planning, Talent Acquisition, Procurement, Planning
初级 · 专项课程 · 1-3 个月

您将获得的技能: Data Ethics, Data Analysis, Analytics, Data-Driven Decision-Making, Google Sheets, Business Analytics, Spreadsheet Software, Analytical Skills, Tableau Software, Data Sharing, Data Collection, Data Cleansing, Data Processing, Data Visualization Software, Data Visualization, SQL
初级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 财务分析, 人力资源, 财务数据, 客户分析, 预测分析, 人力资源战略, 描述性分析, 数据驱动的决策制定, 分析, 人力资本, 同行评审, 客户洞察, 财务报表分析, 财务会计, 营销分析, 运行分析, 商业分析, 运行效率, 运筹学, 人力资源分析
初级 · 专项课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: Supply And Demand, Economics, Market Dynamics, Business Economics, Behavioral Economics, Policy Analysis, Business Operations, Price Negotiation, Socioeconomics, Consumer Behaviour, Political Sciences, Economics, Policy, and Social Studies, Business Strategy, Public Policies, Competitive Analysis, Resource Allocation, Decision Making, Market Analysis, Cost Benefit Analysis, Environmental Issue
初级 · 专项课程 · 1-3 个月