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。

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
Google Cloud
您将获得的技能: Google Docs, Google Workspace, Collaborative Software, Version Control, Productivity Software, Document Management, Cloud Storage
初级 · 课程 · 1-3 个月

Alfaisal University | KLD
您将获得的技能: Game Theory, Strategic Decision-Making, Customer Analysis, Business Strategy, Target Market, Strategic Planning, Organizational Strategy, Business Modeling, Competitive Analysis, Market Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Retail Management, Case Studies, Competitive Analysis, Market Analysis, Strategic Planning, Business Strategy, Business Priorities, Business Management, Milestones (Project Management), Organizational Strategy, Spatial Data Analysis
混合 · 课程 · 1-4 周

University of Huddersfield
您将获得的技能: Stakeholder Management, Business Strategy, Strategic Planning, Organizational Strategy, Innovation, Stakeholder Analysis, Strategic Leadership, Strategic Thinking, Organizational Change, Strategic Decision-Making, Business Transformation, Business Planning, Case Studies, Business Leadership, Change Management, Growth Strategies, Strategic Prioritization, Strategic Communication, Business Priorities, Critical Thinking and Problem Solving
初级 · 专项课程 · 1-3 个月

您将获得的技能: Text Mining, Natural Language Processing, Cloud API, Google Cloud Platform, Unstructured Data, Classification And Regression Tree (CART), Application Programming Interface (API), Data Analysis
中级 · 项目 · 不超过 2 小时

EDUCBA
您将获得的技能: IntelliJ IDEA, Apache Maven, Integrated Development Environments, Build Tools, Software Development Tools, Version Control, Git (Version Control System), Development Environment, Computer Graphics, Debugging, Scripting Languages, Visualization (Computer Graphics), Databases, Relational Databases
中级 · 课程 · 1-4 周

University of Leeds
您将获得的技能: Version Control, GitHub, Git (Version Control System), Issue Tracking, Software Versioning, Software Development Tools, Collaborative Software, Technical Documentation, Software Documentation
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Social Media Marketing, Marketing Analytics, Social Media Campaigns, Marketing Effectiveness, Data-Driven Decision-Making, Advertising Campaigns, Social Media, Social Media Strategy, Social Media Management, Marketing, Marketing Communications, A/B Testing, Facebook, Performance Reporting, Presentations, Advertising, Return On Investment, Communication, Key Performance Indicators (KPIs)
初级 · 课程 · 1-4 周

LearnKartS
您将获得的技能: Application Deployment, Cloud Deployment, Salesforce Development, Salesforce, Change Control, Continuous Deployment, Configuration Management, Version Control, Release Management, Data Import/Export
中级 · 课程 · 1-4 周

您将获得的技能: AI Personalization, Anomaly Detection, Microsoft Azure, Computer Vision, Image Analysis, Artificial Intelligence, Natural Language Processing, Cloud API, Data-Driven Decision-Making, Text Mining, Application Programming Interface (API), Time Series Analysis and Forecasting, Web Services, Restful API
初级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Applied Machine Learning, Random Forest Algorithm, Predictive Modeling, Data Visualization, Data Preprocessing, Machine Learning, Data Manipulation, Feature Engineering, Data Cleansing, Python Programming, Data Science, Model Evaluation, Classification Algorithms, NumPy, Pandas (Python Package)
初级 · 课程 · 1-3 个月