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 Maryland, College Park
您将获得的技能: AI Personalization, Responsible AI, Deep Learning, Forecasting, Business Leadership, Risk Management, Business Analytics, Machine Learning, Analytics, Artificial Intelligence, Marketing Analytics, Applied Machine Learning, Customer Analysis, Supply Chain Management, Data-Driven Decision-Making, Big Data, People Analytics
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 硬件架构, 调试, 软件设计, 计算机结构, 嵌入式系统, C(编程语言), 软件开发工具, 开发环境, 嵌入式软件, Git(版本控制系统), 版本控制, 软件技术审查, 构建工具, 软件配置管理
中级 · 课程 · 1-4 周

您将获得的技能: International Financial Reporting Standards, Financial Reporting, Intercompany Accounting, Regulation and Legal Compliance, Auditing, Financial Statement Analysis, Governance, Compliance Management, Specialized Accounting, Analysis, Financial Analysis, Stakeholder Analysis
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Google Analytics, Web Analytics and SEO, Search Engine Optimization, Web Analytics, Content Performance Analysis, Keyword Research, Prioritization, Data Import/Export, Workflow Management, Content Strategy, Data Integration, User Research, Performance Metric
初级 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Adaptability, Decision Making, Self-Awareness, Planning, Personal Development, Academic Advising, Higher Education, Student Support and Services, Goal Setting, Family Support, Research, Collaboration, Communication
初级 · 课程 · 1-4 周

Tecnológico de Monterrey
您将获得的技能: Conflict Management, Negotiation, Communication, Interpersonal Communications, Relationship Building, Emotional Intelligence, Active Listening, Decision Making, Critical Thinking
中级 · 课程 · 1-4 周
Scrum Alliance
您将获得的技能: Prompt Engineering, Responsible AI, Prompt Engineering Tools, AI Workflows, AI Enablement, AI Product Strategy, Scaled Agile Framework, Artificial Intelligence, Agile Methodology, Generative AI, Kanban Principles
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: AI Enablement, Model Evaluation, Performance Metric, Artificial Intelligence and Machine Learning (AI/ML), Strategic Leadership, Responsible AI, Machine Learning Algorithms, Data Quality, Model Deployment, Machine Learning, Algorithms, Classification Algorithms, Artificial Neural Networks, Decision Tree Learning, Random Forest Algorithm, Resource Utilization, System Requirements, Data Management
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Power BI, 数据可视化软件, 微软动力平台, 数据分析, 数据驱动的决策制定, 微软 365, 数据收集, 商业分析, 数据转换
初级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 业务流程管理, 微策略, 数据可视化软件, 关键绩效指标 (KPI), 绩效衡量, 数据驱动的决策制定, 商业分析, 决策支持系统, 六西格玛方法, 数据仓库, 数据分析, 商业智能, 业务报告, 仪表板, 数据可视化
混合 · 课程 · 1-3 个月
您将获得的技能: Kubernetes, Containerization, CI/CD, Cloud-Native Computing, Microservices, Application Deployment, Continuous Deployment, Application Lifecycle Management, YAML, Package and Software Management, Release Management, Configuration Management, Version Control, Application Security, Command-Line Interface
中级 · 课程 · 1-4 周

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