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: Graphical Tools, Creativity
混合 · 课程 · 1-4 周

Maven Analytics
您将获得的技能: Unsupervised Learning, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Applied Machine Learning, Time Series Analysis and Forecasting, Data Analysis, Classification Algorithms, Statistical Analysis, Data Science, Data Preprocessing, Data Mining, Machine Learning, Predictive Modeling, Machine Learning Algorithms, Customer Analysis, Supervised Learning, Histogram, Data Quality, Business Intelligence
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Looker (Software), Order Fulfillment, Customer Analysis, Business Analytics, Data-Driven Decision-Making, Business Intelligence, Business Intelligence Software, Google Cloud Platform, Dashboard, Business Analysis, Data Visualization, Data Analysis, Sales Management, Sales, Product Knowledge, Enterprise Resource Planning
初级 · 项目 · 不超过 2 小时

您将获得的技能: GitHub, Git (Version Control System), Version Control, DevOps, Amazon Web Services, Collaborative Software, Continuous Integration, Linux, Code Review, Command-Line Interface
初级 · 课程 · 1-3 个月

University of Huddersfield
您将获得的技能: Leadership and Management, Organizational Strategy, Leadership Development, Strategic Thinking, Strategic Leadership, Organizational Effectiveness, Personal Development, Business Strategies, Case Studies, Business Ethics, Business Strategy, Self-Awareness, Decision Making, Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Version Control, GitHub, Jupyter, Git (Version Control System), Generative AI, Software Documentation, Automation
初级 · 课程 · 1-4 周

University of Virginia
您将获得的技能: Business Strategy, Competitive Analysis, Strategic Thinking, Business Planning, Market Analysis, Business Analytics, Organizational Strategy, Strategic Decision-Making, Market Dynamics, Value Propositions, Communication
初级 · 课程 · 1-4 周

您将获得的技能: Programming Principles, Java, Data Structures, Program Development, Eclipse (Software), Object Oriented Programming (OOP), Computer Programming, Debugging, Application Programming Interface (API), Database Application
中级 · 课程 · 1-4 周

您将获得的技能: Digital Marketing, Market Analysis, Branding, Product Lifecycle Management
混合 · 课程 · 1-3 个月

Packt
您将获得的技能: Ubuntu, Cybersecurity, Cyber Attacks, Microsoft Windows, Computer Security, Computer Security Awareness Training, Information Systems Security, Linux, Cyber Security Policies, Network Security, Virtualization, Linux Commands, Linux Administration, Data Ethics, Data Security, Virtualization and Virtual Machines, Hardening, Command-Line Interface, Operating System Administration, Virtual Machines
中级 · 课程 · 1-3 个月

您将获得的技能: Content Performance Analysis, Facebook, Marketing Analytics, Social Media Content, Social Media Marketing, Social Media Management, Content Strategy, Online Advertising, Instagram, Analytics, Performance Measurement, Key Performance Indicators (KPIs), Social Media Strategy, Scalability, Revenue Management, Data-Driven Decision-Making, Brand Marketing, Promotional Strategies
初级 · 课程 · 1-4 周

您将获得的技能: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Analytics, Business Analytics, Predictive Modeling, Minitab, Advanced Analytics, Statistical Modeling, Statistical Analysis, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation
混合 · 课程 · 1-4 周