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: Version Control, GitHub, Git (Version Control System), Collaborative Software
初级 · 指导项目 · 不超过 2 小时

Fundação Instituto de Administração
您将获得的技能: Strategic Marketing, Marketing Analytics, Marketing Strategies, Digital Marketing, Consumer Behaviour, Data Visualization, Sales Strategy, Performance marketing, Marketing Strategy and Techniques, Marketing Management, Data-Driven Decision-Making, Marketing, Digital Media Strategy, Data Visualization Software, Customer Analysis, Customer Engagement, Key Performance Indicators (KPIs), Analytics, Data Analysis, Target Market
初级 · 专项课程 · 3-6 个月

Banco Interamericano de Desarrollo
您将获得的技能: Data Ethics, Policy Development, Data-Driven Decision-Making, Data Analysis, Data Collection, Policy Analysis, Data Quality, Surveys, Program Evaluation, Research, Statistical Analysis, Research Design
初级 · 课程 · 1-3 个月

您将获得的技能: Management Reporting, Change Management
中级 · 课程 · 1-4 周

您将获得的技能: Version Control, Git (Version Control System), GitHub, Command-Line Interface, Software Development Tools, User Accounts
初级 · 指导项目 · 不超过 2 小时

Institut Mines-Télécom
您将获得的技能: Digital Transformation, Data Management, Data Modeling, Data Strategy, Data Quality, Data Governance, Business Transformation, Business Intelligence, Information Management, Data-Driven Decision-Making, Data Literacy, Data Analysis, Business Modeling, Big Data, Artificial Intelligence, Data Visualization, Business Strategy
初级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Requirements Management, Solution Design, Business Analysis, Requirements Elicitation, Stakeholder Management, Business Requirements, Stakeholder Analysis, Strategic Planning, Business Strategies, Systems Analysis, Business Process, Business Process Management, Business Intelligence, Risk Analysis, Agile Methodology, Performance Measurement
初级 · 课程 · 1-4 周
Google Cloud
您将获得的技能: Google Sheets, Google Workspace, Spreadsheet Software, Excel Formulas, Data Visualization, Data Management, Business Solutions, Collaborative Software, Data Sharing, Data Import/Export, Version Control
初级 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: Business Ethics, Cultural Diversity, Intercultural Competence, Global Marketing, Stakeholder Management, Stakeholder Analysis, Brand Awareness, Consumer Behaviour, Decision Making, Case Studies
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Autoencoders, Recurrent Neural Networks (RNNs), Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Unsupervised Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Markov Model
中级 · 课程 · 1-3 个月

Khalifa University
您将获得的技能: Data Strategy, Customer Relationship Management (CRM) Software, AI Personalization, AI Enablement, Sales Enablement, Model Deployment, Feature Engineering, Data Governance, Responsible AI, Model Evaluation, Data Preprocessing, Transfer Learning, Data Quality, Customer Data Management, Sales Management, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Reinforcement Learning, Natural Language Processing
初级 · 专项课程 · 3-6 个月

Banco Interamericano de Desarrollo
您将获得的技能: Health Policy, Health Equity, Health Systems, Health Care, Public Health, Governance, Prioritization, Policy Analysis, Stakeholder Engagement, Cost Benefit Analysis, Price Negotiation, Resource Allocation, Ethical Standards And Conduct, Decision Making, Market Dynamics
初级 · 课程 · 1-3 个月