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: Sampling (Statistics), Data Literacy, Statistical Visualization, Data Visualization, Data Analysis, Descriptive Statistics, Box Plots, Statistics, Plot (Graphics), Statistical Methods, Data Analysis Software, Statistical Analysis, Probability & Statistics, Data Visualization Software, Business Analytics, Statistical Software, Data Presentation, Exploratory Data Analysis, Analytics, R (Software)
初级 · 课程 · 1-4 周

您将获得的技能: Performance Metric, Predictive Modeling, Data-Driven Decision-Making, Failure Analysis, Statistical Analysis, Statistical Hypothesis Testing, Sampling (Statistics)
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Marketing Analytics, Dashboard Creation, Marketing Budgets, Dashboard, Data-Driven Marketing, Regression Analysis, Marketing Effectiveness, Data-Driven Decision-Making, Statistical Reporting, Data Literacy, Analytics, Statistical Analysis, Statistical Methods, Marketing Strategies, Data Presentation, Data Analysis, Return On Investment, Data Visualization, Data Storytelling, Budgeting
中级 · 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: Data Warehousing, Data Store, Data Architecture, Star Schema, Apache Hive, Snowflake Schema, Amazon Redshift, Data Storage, Performance Tuning, Data Storage Technologies, Performance Testing, Data Processing, Analysis, Data Import/Export, Query Languages
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Looker (Software), Data-Driven Decision-Making, Google Cloud Platform, Analytics, Data Storytelling, Data Presentation, Data Analysis, Big Data, Data Lakes, Dashboard Creation, Data Wrangling, Data Transformation, Data Manipulation, Data Cleansing, Data Visualization Software, Data Processing, Cloud Storage, Data Warehousing, Data Storage, SQL
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Site Reliability Engineering, Safety Culture, Culture Transformation, Continuous Delivery, DevOps, Continuous Integration, CI/CD, Performance Measurement, Performance Metric, Change Management, Knowledge Transfer, Employee Training, Design Thinking, Data-Driven Decision-Making, Prototyping
初级 · 课程 · 1-3 个月

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

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

Coursera
您将获得的技能: Performance Metric, Workflow Management, Issue Tracking, Performance Analysis, User Feedback, Automation, Performance Measurement, Project Management Software, Accountability Frameworks, Performance Improvement, Operational Efficiency, Service Improvement, Process Improvement, Data-Driven Decision-Making, Prioritization, Systems Integration
初级 · 课程 · 1-4 周

Coursera
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Gemini, Gemini, Google Cloud Platform, Generative AI, Marketing Analytics, Data-Driven Marketing, Analytics, Advanced Analytics, Data-Driven Decision-Making, Data Analysis, Predictive Modeling, Forecasting
初级 · 课程 · 1-4 周