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 Colorado Boulder
您将获得的技能: SQL, 数据分析, 数据可视化软件, 数据叙事, Data Governance, 分析, 数据建模, 预测分析, 决策, 商业智能, 数据展示, 逻辑回归, 探索性数据分析, 数据可视化, 数据管理, Data Management, 风险分析, 数据清理, 数据伦理, 商业分析, 数据质量
中级 · 专项课程 · 3-6 个月

Università Bocconi
您将获得的技能: 沟通, 文化多样性, 组织领导力, 文化敏感性, 专业网络, 跨文化能力, 团队管理, 团队激励, 决策, 管理团队, 道德标准与行为, 冲突管理, 跨职能团队领导
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: Financial Modeling, Descriptive Statistics, Data Literacy, Financial Forecasting, Reconciliation, Financial Analysis, A/B Testing, Portfolio Risk, Model Evaluation, Data Cleansing, Decision Tree Learning, Regression Analysis, Exploratory Data Analysis, Predictive Modeling, Data Analysis, Risk Analysis, Risk Management, R Programming, Statistical Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: SQL, 数据操作, 数据分析, 撰写报告, 数据库设计, 数据存储, Power BI, 数据完整性, 微软动力平台, 数据质量, 商业智能, 高级分析, 商业分析, 数据仓库, 时间表, 数据可视化, 统计报告, 数据收集, 数据处理, 微软Excel
攻读学位
初级 · 专业证书 · 3-6 个月

Alberta Machine Intelligence Institute
您将获得的技能: 回归分析, 模型评估, 工艺优化, Python 程序设计, 决策树学习, 分类算法, Scikit-learn (机器学习库), 功能工程, 机器学习, 机器学习算法, 性能分析, Jupyter, 业务解决方案, 应用机器学习, 数据预处理, 监督学习, 数据处理
混合 · 课程 · 1-4 周

Logical Operations
您将获得的技能: Problem Solving, Critical Thinking and Problem Solving, Creative Problem-Solving, Brainstorming, Creative Thinking, Complex Problem Solving, Team Building, Teamwork, Team Leadership, Solution Selling, Resourcefulness, Business Solutions, Creativity, Collaboration, Analytical Skills, Decision Making, Business Ethics, Strategic Decision-Making, Conflict Management, Analysis
混合 · 课程 · 1-3 个月

您将获得的技能: Employee Coaching, Strategic Leadership, Succession Planning, Leadership Development, Leadership and Management, Mentorship, Coaching, Professional Development, People Management, Team Management, Decision Making, Performance Management, Organizational Strategy
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, Agentic Workflows, Prompt Patterns, Generative AI, AI Orchestration, Workflow Management, AI Enablement, Agentic systems, LLM Application, Productivity, OpenAI, AI Personalization, Business Process Automation, AI Product Strategy, Large Language Modeling, Automation, Artificial Intelligence, Expense Management
初级 · 专项课程 · 1-3 个月

您将获得的技能: Meeting Facilitation, Conflict Management, Team Management, Performance Management, Teamwork, Communication, Constructive Feedback, Data-Driven Decision-Making, Decision Making, Leadership, Influencing, Innovation, Goal Setting, Coaching
中级 · 课程 · 1-4 周

您将获得的技能: Organizational Strategy, Organizational Leadership, Decision Making
中级 · 课程 · 1-4 周

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

Duke University
您将获得的技能: 计算机视觉, Algorithm, 回归分析, 决策树学习, 人工智能和机器学习(AI/ML), 卷积神经网络, 无监督学习, 自然语言处理, 模型评估, 深度学习, 预测分析, 机器学习, 数据科学, 分类与回归树 (CART), 逻辑回归, 随机森林算法, 监督学习
中级 · 课程 · 1-3 个月