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。

FAIR Institute
您将获得的技能: Cyber Risk, Threat Management, Continuous Monitoring, Cyber Security Strategy, Risk Management, Risk Appetite, Enterprise Risk Management (ERM), Governance Risk Management and Compliance, Cybersecurity, Business Risk Management, Risk Modeling, Risk Control, Risk Analysis, Governance, Program Implementation, Automation, Benchmarking
中级 · 课程 · 1-4 周

University of Maryland, College Park
您将获得的技能: Conflict Management, Leadership, Emotional Intelligence, Communication, Team Management, Self-Awareness, Stress Management, Performance Management, Behavioral Management, Psychology
初级 · 课程 · 1-3 个月

您将获得的技能: NumPy, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Artificial Intelligence, Development Environment, Pandas (Python Package), Deep Learning, Classification And Regression Tree (CART), Python Programming, Artificial Neural Networks, Data Manipulation, Tensorflow, Regression Analysis, Machine Learning, Computer Programming, Model Evaluation
初级 · 课程 · 3-6 个月

您将获得的技能: Hypertext Markup Language (HTML), HTML and CSS, Cascading Style Sheets (CSS), Web Design, Web Design and Development, Git (Version Control System), Front-End Web Development, Browser Compatibility, Mobile Development, Javascript, Animations, User Interface (UI), Web Development Tools, Web Content Accessibility Guidelines, Typography, Semantic Web, GitHub, Version Control, Application Deployment, Development Environment
初级 · 专项课程 · 3-6 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

Board Infinity
您将获得的技能: Design Thinking, Technical Product Management, Product Management, Product Lifecycle Management, Agile Methodology, Product Development, Go To Market Strategy, New Product Development, Data Visualization Software, Market Analysis, Target Market, Competitive Analysis, Data Analysis, Microsoft Excel, Cross-Functional Collaboration
初级 · 课程 · 1-4 周

您将获得的技能: Data Structures, Development Environment, C++ (Programming Language), Debugging, Computational Thinking, Computer Programming, Data Management
初级 · 课程 · 1-4 周

您将获得的技能: Microsoft Office, Version Control, Document Management, Content Management, User Accounts, Data Sharing, Web Content Accessibility Guidelines
初级 · 指导项目 · 不超过 2 小时

University of California, Davis
您将获得的技能: Data Storytelling, Dashboard, Data Presentation, Interactive Data Visualization, Key Performance Indicators (KPIs), Tableau Software, Data Visualization Software, Data-Driven Decision-Making, Business Metrics, Data Quality
初级 · 课程 · 1-4 周

您将获得的技能: Photography, Photo/Video Production and Technology, Personal Development, Ethical Standards And Conduct, Persistence, Resilience, Overcoming Obstacles, Decision Making, Storytelling, Adaptability, Interpersonal Communications, Aesthetics, Patience, Creativity
初级 · 课程 · 1-3 个月

您将获得的技能: Unity Engine, Game Design, Video Game Development, Artificial Intelligence, Simulations, Object Oriented Programming (OOP), C# (Programming Language), Software Design Patterns, Debugging
中级 · 专项课程 · 3-6 个月

Dartmouth College
您将获得的技能: Biology, 3D Assets, Anthropology, Anatomy, Laboratory Research, Scientific Methods, Visualization (Computer Graphics), Life Sciences, Spatial Data Analysis, Geospatial Information and Technology
混合 · 课程 · 1-4 周