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。

您将获得的技能: Competitive Analysis, Strategic Thinking, Business Strategy, Strategic Decision-Making, Organizational Strategy, Key Performance Indicators (KPIs), Performance Analysis, Analysis, Internal Auditing, Market Analysis, External Auditing, Market Opportunities, Entrepreneurship, Leadership
中级 · 指导项目 · 不超过 2 小时

Politecnico di Milano
您将获得的技能: Socioeconomics, Epidemiology, Crisis Management, Health Technology, Health Policy, Social Sciences, Infectious Diseases, Social Work, Public Health, Telehealth, Mental Health, Health Informatics, Surveys, Data-Driven Decision-Making, Data Science, Artificial Intelligence
初级 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: White-Box Testing, Software Testing, Risk Analysis, Code Coverage, Test Case, Unit Testing, Test Engineering, Test Planning, Integration Testing
高级设置 · 课程 · 1-4 周

您将获得的技能: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Graph Theory, Development Environment, Distributed Computing, Performance Tuning
中级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Data Storytelling, Data Presentation, Data Visualization Software, Data Visualization, Tableau Software, Presentations, Interactive Data Visualization, Verbal Communication Skills, Data Analysis, Pivot Tables And Charts, Scatter Plots, Stakeholder Communications, Spatial Analysis, Trend Analysis
初级 · 课程 · 1-4 周

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
Johns Hopkins University
您将获得的技能: Surveys, Data Collection, Epidemiology, Public Health, Health Equity, Health Informatics, Health Policy, Public Health and Disease Prevention, Health Disparities, Community Health, Health Care, Research Methodologies, Health Information Management, Data Quality, Chronic Diseases, Health Technology
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Rmarkdown, Data Science, R (Software), GitHub, Data Literacy, Version Control, Data Analysis, Big Data, R Programming, Git (Version Control System), Statistical Programming, Data Quality, Data Management
混合 · 课程 · 1-4 周

您将获得的技能: Working Capital, Income Statement, Balance Sheet, Capital Expenditure, Business Valuation, Accounts Receivable, Cash Flows, Risk Analysis
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: Target Audience, Customer Engagement, Customer experience improvement, Persona Development, Customer Insights, Market Opportunities, Market Research, Marketing Strategies, Data-Driven Decision-Making, Consumer Behaviour, Data Analysis, Business Development, Business Ethics
初级 · 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

University of California San Diego
您将获得的技能: Bioinformatics, Infectious Diseases, Network Analysis, Tree Maps, Molecular Biology, Biology, Science and Research
初级 · 课程 · 1-4 周