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。

University of Maryland, College Park
您将获得的技能: Online Advertising, Digital Advertising, Advertising, Analytics, Big Data, Paid media, Social Media Strategy, Social Media, Data Ethics, Marketing, Digital Media Strategy, Social Media Marketing, Data-Driven Decision-Making, Social Media Campaigns, Return On Investment, Descriptive Analytics, Law, Regulation, and Compliance, Trend Analysis, Customer Engagement, Information Privacy
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Teradata SQL, Exploratory Data Analysis, SQL, Data Modeling, Database Design, Database Administration, Database Architecture and Administration, Database Management, Database Management Systems, Data Store, JSON, Data Integration, Data Architecture, Advanced Analytics, Data Warehousing, Data Cleansing, Text Mining, Data Analysis, Business Intelligence, Data-Driven Decision-Making
初级 · 专项课程 · 1-3 个月

University of Maryland, College Park
您将获得的技能: Sprint Retrospectives, Service Recovery, Drive Engagement, Technology Solutions, User Feedback, Customer Engagement, Product Lifecycle Management, Technical Product Management, End User Training and Support, Change Management, Active Listening, User Experience, Decision Making, Continuous Improvement Process
中级 · 课程 · 1-3 个月

您将获得的技能: Business Strategy, Organizational Strategy, Business Planning, Strategic Decision-Making, Stakeholder Management, Data Visualization, Competitive Analysis, Market Analysis, Goal Setting, Key Performance Indicators (KPIs), Analysis, Performance Metric
混合 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Data Ethics, Predictive Modeling, No-Code Development, Model Deployment, Data Visualization, Data Presentation, Responsible AI, Data-Driven Decision-Making, Advanced Analytics, Business Intelligence, Business Analytics, Data Cleansing, Business Reporting, Global Marketing, LLM Application, AI Enablement, User Feedback, Data Preprocessing, Predictive Analytics, Data Architecture
初级 · 专项课程 · 1-3 个月

Universidades Anáhuac
您将获得的技能: Case Studies, Critical Thinking, Decision Making, Research, Problem Solving, Verbal Communication Skills, Complex Problem Solving, Strategic Decision-Making, Communication, Analytical Skills, Analysis, Collaboration, Team Oriented
初级 · 课程 · 1-3 个月

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

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
您将获得的技能: Data Storytelling, Dashboard, Data Presentation, Power BI, Data Literacy, Strategic Decision-Making, Interactive Data Visualization, Tableau Software, Storytelling, Management Reporting, Data-Driven Decision-Making, Business Intelligence, User Feedback, Data Visualization, Data Visualization Software, Presentations, Constructive Feedback, Analytics, Customer Insights, Data Structures
中级 · 课程 · 1-4 周

Simplilearn
您将获得的技能: Marketing Analytics, Web Analytics, Google Analytics, Key Performance Indicators (KPIs), Marketing Effectiveness, Performance Measurement, Business Metrics, Performance Metric, Marketing Strategies, Digital Marketing, Data-Driven Decision-Making, Return On Investment, Analytics, Heat Maps, Customer Engagement
初级 · 课程 · 1-4 周