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: 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

您将获得的技能: Milestones (Project Management), Acceptance Testing, CI/CD, Scope Management, MLOps (Machine Learning Operations), Feature Engineering, Governance Risk Management and Compliance, Capacity Management, Responsible AI, Smart Goals, Project Risk Management, Compliance Management, Stakeholder Communications, Data Governance, Risk Analysis, Model Evaluation, Applied Machine Learning, Project Planning, Risk Management, Mitigation
中级 · 专项课程 · 3-6 个月

您将获得的技能: User Feedback, Stakeholder Communications, Surveys, Stakeholder Management, Performance Metric, Data Presentation, Change Management, Business Transformation, Communication, Organizational Change, Data-Driven Decision-Making, Agile Project Management, Communication Strategies, Key Performance Indicators (KPIs), Data Analysis, Case Studies
初级 · 课程 · 1-4 周

您将获得的技能: Emotional Intelligence, Personal Development, Empathy & Emotional Intelligence, Self-Awareness, Persistence, Self-Motivation, Adaptability, Resilience, Interpersonal Communications, Cultural Diversity, Communication, Decision Making
初级 · 课程 · 1-3 个月
您将获得的技能: Data Ethics, Responsible AI, Workforce Planning, Human Resource Strategy, Employee Engagement, AI Enablement, Regulatory Compliance, People Analytics, Compliance Management, Human Resource Policies, Recruitment Strategies, ChatGPT, Employee Retention, Recruitment, Governance, Ethical Standards And Conduct, Dashboard
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Recurrent Neural Networks (RNNs), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Large Language Modeling, Natural Language Processing, Embeddings, AI Personalization, Network Model, Network Architecture, Linear Algebra
中级 · 专项课程 · 3-6 个月
CertNexus
您将获得的技能: 负责任的人工智能, 生产率, 分类算法, 数据分析, AI 工作流程, 回归分析, 决策树学习, 模型评估, 商业道德, 设定目标, 随机森林算法, 学习策略, 无监督学习, 卷积神经网络, 监管合规, 测试计划, 数据预处理, 数据伦理, 递归神经网络 (RNN), 数据收集
中级 · 专业证书 · 3-6 个月

您将获得的技能: Business Strategy, Contingency Planning, Business Planning, Organizational Strategy, Strategic Decision-Making, Competitive Analysis, Strategic Leadership, Business Analysis, Portfolio Management, Analysis, Market Analysis, Risk Analysis, Strategic Prioritization, Resource Allocation, Growth Strategies, Market Dynamics
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Financial Analysis, Capital Expenditure, Return On Investment, Business Strategy, Data-Driven Decision-Making, Capital Budgeting, Financial Modeling, Financial Statements, Corporate Finance, Risk Analysis, Presentations
中级 · 课程 · 1-4 周

您将获得的技能: Dashboard, Key Performance Indicators (KPIs), Interactive Data Visualization, Data Presentation, Business Intelligence, Web Analytics, Business Analytics, Requirements Elicitation, Data Storytelling, Performance Analysis, Requirements Analysis, Business Requirements, Stakeholder Analysis, Self Service Technologies
中级 · 课程 · 1-4 周

您将获得的技能: Earned Value Management, Performance Metric, Project Controls, Variance Analysis, Scheduling
初级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Accident Prevention, Kinesiology, Child Development, Working With Children, Continuous Monitoring, Data-Driven Decision-Making, Endocrinology, Real Time Data, Health Education, Data Analysis, Data Collection
初级 · 课程 · 1-4 周