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。

New York University
您将获得的技能: 机器学习, 回归分析, 决策树学习, Scikit-learn (机器学习库), 监督学习, 降维, 统计方法, 模型评估, 金融交易, 马尔可夫模型, 深度学习, 应用机器学习, 人工神经网络, 张力流, 市场流动性, 衍生产品, 无监督学习, 预测建模, 金融市场, 强化学习
中级 · 专项课程 · 3-6 个月
Macquarie University
您将获得的技能: 数据叙事, 商业分析, 财务分析, Excel 公式, 商业数学, 数据操作, 微软Excel, 电子表格软件, 数据展示, 数据扫盲, 财务预测, 分析技能, 透视表和图表, 仪表板, 数据分析软件, 高级分析, Excel 宏, 数据预处理
中级 · 课程 · 1-3 个月

AI CERTs
您将获得的技能: Responsible AI, Strategic Leadership, AI Enablement, Digital Transformation, Business Strategy, Data Ethics, Organizational Strategy, Business Transformation, Project Management Software, Artificial Intelligence, Emerging Technologies, Business Ethics, Governance, Data-Driven Decision-Making, Workforce Planning
初级 · 课程 · 1-3 个月

您将获得的技能: Kaizen Methodology, Pareto Chart, Operational Efficiency
初级 · 课程 · 1-3 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: AI Personalization, Medical Equipment and Technology, AI Enablement, Risk Modeling, Health Systems, Artificial Intelligence and Machine Learning (AI/ML), Physical Stamina, Accident Prevention, Predictive Modeling, Healthcare Ethics, Pediatrics, Emerging Technologies, Load Balancing, Real Time Data, Health Education, Machine Learning, Child Health, Biomedical Engineering, Data Modeling, Child Development
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: LangGraph, AI Orchestration, System Monitoring, CrewAI, Agentic Workflows, Continuous Monitoring, Agentic systems, Enterprise Application Management, Event Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Site Reliability Engineering, AI Enablement, Model Deployment, Generative AI Agents, Generative Model Architectures, AI Security, Systems Architecture, Software Architecture, Application Deployment, Middleware
中级 · 课程 · 1-4 周

您将获得的技能: Process Improvement, Drive Engagement, Quality Improvement, Systems Thinking, Complex Problem Solving, Analysis, Operational Analysis, Data-Driven Decision-Making, Team Motivation
中级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Presentation, Storytelling, Interactive Data Visualization, Data Visualization, Infographics, Dashboard, Data Visualization Software, Presentations, Data-Driven Decision-Making, Persuasive Communication
中级 · 课程 · 1-4 周

您将获得的技能: User Story, Agile Methodology, Version Control, Persona (User Experience), Kanban Principles
中级 · 课程 · 1-4 周

您将获得的技能: Clinical Documentation, Responsible AI, Agentic Workflows, Healthcare Project Management, Data Governance, AI Security, Clinical Research, Regulatory Compliance, Data Validation, Health Informatics, Artificial Intelligence, Agentic systems, Data Ethics, Clinical Data Management, Automation, Decision Support Systems
中级 · 课程 · 1-4 周

Alex Genadinik
您将获得的技能: Prompt Engineering, Prompt Patterns, Multimodal Prompts, Data Ethics, AI Enablement, Large Language Modeling, Generative AI, Target Audience
混合 · 课程 · 1-4 周

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