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
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

Google Cloud
您将获得的技能: Big Data, Analytics, Data Analysis, Applied Machine Learning, Model Training, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Google Cloud Platform, Model Deployment, Machine Learning
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, Data Visualization Software, Data Transformation, Interactive Data Visualization, Data Cleansing, Dashboard Creation, Cloud Storage, Data Warehousing, Data Storage, Data Sharing, SQL, Query Languages
初级 · 课程 · 1-3 个月

Coursera
中级 · 课程 · 1-4 周

Packt
您将获得的技能: IntelliJ IDEA, Apache Maven, Integrated Development Environments, Version Control, Unit Testing, Eclipse (Software), Build Tools, Development Testing, Development Environment, Software Development Tools, Debugging, Git (Version Control System), Java, Application Development
中级 · 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

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

Coursera
您将获得的技能: Email Marketing, Email Automation, Marketing Automation, Content Performance Analysis, Campaign Management, A/B Testing, Data-Driven Marketing, Data-Driven Decision-Making, Case Studies, Performance Analysis, Email Security, Marketing Analytics, Performance Metric, E-Commerce, Automation, Product Improvement, Disaster Recovery, Process Improvement and Optimization, Recruitment, Security Awareness
中级 · 课程 · 1-4 周

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

您将获得的技能: Model Deployment, Apache Spark, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Big Data, Feature Engineering, Statistical Analysis, Distributed Computing, Forecasting, Anomaly Detection, Generative AI, Predictive Modeling, Model Training, Exploratory Data Analysis, Data Pipelines, Model Evaluation, Data Cleansing, Data Transformation, Data Quality, Statistical Modeling
中级 · 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

Coursera
初级 · 课程 · 1-4 周