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。

Coursera
您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Data Pipelines, PyTorch (Machine Learning Library), Miro AI, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Project Controls, Risk Management Framework, Leadership and Management, Verification And Validation, Project Management Life Cycle, AI Workflows, Data-Driven Decision-Making, Performance Measurement, Variance Analysis
中级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Synthesis, Data Integration, Data Literacy, Data Storytelling, Analysis, Case Studies, Business Analytics, Advanced Analytics, Analytical Skills, Strategic Decision-Making, Business Metrics, Forecasting, Media and Communications, Statistics, Persuasive Communication, Databases, Database Design, Innovation
初级 · 课程 · 1-4 周

ESSEC Business School
您将获得的技能: 利益相关者管理, 沟通, 冲突管理, 人际沟通, 组织技能, 建立关系, 谈判, 决策, 战略伙伴关系, 价值主张, 积极倾听, 管理团队
初级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Dashboard, Exploratory Data Analysis
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Web Analytics, Customer Engagement, Technical Communication, Campaign Management, Analysis, Strategic Marketing, Performance Metric, Business Metrics, Data-Driven Decision-Making, Descriptive Analytics, Stakeholder Communications
初级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 说服沟通, 克服障碍, 批判性思维, 变革管理, 行为经济学, 认知灵活性, 影响, 组织变革, 决策
初级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: Critical Thinking, Problem Solving, Decision Making, Analytical Skills, Complex Problem Solving, Case Studies, Creative Problem-Solving, Root Cause Analysis, Business Risk Management, Dealing With Ambiguity
混合 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 回归分析, 营销分析, 客户分析, 分析, 消费者行为, 数据驱动的决策制定, 描述性分析, 商业分析, 预测分析, 市场调查, 工艺优化, 数据收集, 客户洞察
混合 · 课程 · 1-3 个月
Ludwig-Maximilians-Universität München (LMU)
您将获得的技能: 博弈论, 撰写报告, 留住客户, 商业研究, 竞争分析, 组织效能, 战略决策, 管理咨询, 组织变革, 同行评审, 企业战略, 产品战略, 组织结构, 兼并与收购, 分析, 战略伙伴关系, 组织战略, 增长战略, 战略思维, 业务咨询
中级 · 专项课程 · 3-6 个月

您将获得的技能: Business Strategy, Process Optimization, Operational Analysis, Contingency Planning, Business Process Reengineering, Business Planning, Process Improvement, Organizational Strategy, Strategic Decision-Making, Competitive Analysis, Strategic Leadership, Business Analysis, Organizational Effectiveness, Operational Efficiency, Program Evaluation, Performance Measurement, Business Operations, Portfolio Management, Operations Management, Business
初级 · 专项课程 · 1-3 个月

您将获得的技能: Multi-Cloud, Enterprise Architecture, Cloud Computing Architecture, Cloud Platforms, Data-Driven Decision-Making, Solution Architecture, Systems Architecture, Cloud Infrastructure, Cloud Services, Artificial Intelligence and Machine Learning (AI/ML), Scalability, CI/CD, IT Security Architecture, Infrastructure As A Service (IaaS), Capacity Planning, Systems Analysis, Security Controls, Cost Containment, Blueprinting, Continuous Monitoring
中级 · 课程 · 1-4 周