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。

Coursera
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Surveys, Market Research, Survey Creation, Data Synthesis, Business Research, Data-Driven Decision-Making, Research Reports, Customer Insights, Research Methodologies, User Feedback, Consumer Behaviour, Data Literacy, Data Storytelling, Research Design, Data Presentation, Product Strategy, Product Improvement, Data Analysis, Data Collection, Data Visualization
中级 · 课程 · 1-4 周

您将获得的技能: Jenkins, CI/CD, Continuous Integration, Version Control, Git (Version Control System), Continuous Deployment, Java Programming, Java, Data Validation, Application Development, Application Design, Object Oriented Programming (OOP), Software Architecture, Data Modeling
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Data Storytelling, Ggplot2, Data Analysis, Plot (Graphics), R (Software), Regression Analysis, Data Presentation, R Programming, Statistical Analysis, Data Visualization Software, Statistical Visualization, Data Quality, Scatter Plots, Anomaly Detection, Descriptive Statistics, Analytical Skills, Correlation Analysis, Graphing
初级 · 课程 · 1-4 周

John Wiley & Sons
您将获得的技能: Growth Strategies, Competitive Analysis, Data-Driven Decision-Making, Drive Engagement, Culture Transformation, Business Leadership, Employee Engagement, Scalability, Business Strategy, Strategic Leadership, Cross-Functional Collaboration, Entrepreneurship, Leadership Development, Business Transformation, Leadership, Team Management, Growth Mindedness, Business Management, Business Administration, Entrepreneurial Finance
初级 · 课程 · 3-6 个月

您将获得的技能: Apache Cassandra, Data Manipulation, Distributed Computing, Transaction Processing, Apache, NoSQL, Database Design, Query Languages, Performance Tuning, Scalability, Data Integrity, Data Management, Java
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Looker (Software), Data-Driven Decision-Making, Data Analysis, Analytics, Google Cloud Platform, Big Data, Data Visualization Software, Cloud Storage, Dashboard Creation, SQL, Data Storage, Data Warehousing, Data Sharing
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Interactive Data Visualization, Looker (Software), Data-Driven Decision-Making, Data Visualization Software, Dashboard, Dashboard Creation, Data Analysis, Analytics, Google Cloud Platform, Big Data, SQL, Business Intelligence, Cloud Storage, Data Storage Technologies, Data Storage, Query Languages, Data Warehousing, Data Sharing
初级 · 课程 · 1-3 个月

CertNexus
您将获得的技能: Data Science, Data Strategy, Internet Of Things, AI Product Strategy, Analytics, Big Data, Data Collection, Artificial Intelligence, Descriptive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Process Optimization, Process Improvement and Optimization, Cloud Computing, Operations, Marketing, Operational Efficiency, Customer Service, User Experience, Prototyping
混合 · 课程 · 1-3 个月

Coursera
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Content Performance Analysis, Email Marketing, Performance Reporting, Campaign Management, Driving engagement, Business Reporting, Digital Analysis, Real Time Data, Email Automation, Data-Driven Marketing, Analysis, Customer Engagement, Data-Driven Decision-Making, Continuous Monitoring
初级 · 课程 · 1-4 周

您将获得的技能: Team Performance Management, Project Documentation, Procedure Development, Business Communication, Process Improvement, Operational Efficiency, Discussion Facilitation, Issue Tracking, Continuous Improvement Process, Change Management
初级 · 课程 · 1-4 周