Decision Tree 课程
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。
热门决策树课程和认证
Google Cloud
您将获得的技能: Google 云端平台, MLOps（机器学习 Operator）, 分类算法, 模型部署, 应用机器学习, 预测建模, 云计算
状态：新状态：免费试用您将获得的技能: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Snowflake Schema, Star Schema, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Data Modeling, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management
状态：新状态：免费试用Fractal Analytics
您将获得的技能: Vector Databases, Responsible AI, Data Strategy, Data Ethics, Data Management, Data Architecture, Data Security, Generative AI, AI Security, Generative AI Agents, Data Governance, Retrieval-Augmented Generation, Interoperability, Data Store, AI Workflows, Enterprise Architecture, AI Enablement, Metadata Management, Data Pipelines, Artificial Intelligence and Machine Learning (AI/ML)
您将获得的技能: Data Import/Export, Model Evaluation, No-Code Development, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Data Pipelines, Data Manipulation, Data Preprocessing, Machine Learning, Time Series Analysis and Forecasting
状态：免费试用您将获得的技能: Data Modeling, Database Design, Extract, Transform, Load, Data Warehousing, Data Pipelines, Business Intelligence, Data Mart, Database Management, Data Management, Process Optimization, Data Quality, Data Transformation, Performance Testing
状态：免费试用您将获得的技能: Dashboard, Business Intelligence, Tableau Software, Interactive Data Visualization, Business Reporting, Data Storytelling, Data Presentation, Data Visualization Software, Data Visualization, Stakeholder Communications, Performance Tuning, Interviewing Skills
状态：新状态：预览AI CERTs
您将获得的技能: Agentic systems, Responsible AI, Data Pipelines, Law, Regulation, and Compliance, Data Ethics, Model Evaluation, Information Privacy, Data Processing, AI Workflows, Data Analysis, No-Code Development, Analytical Skills, Machine Learning, Artificial Intelligence, Real Time Data, Ethical Standards And Conduct, Machine Learning Algorithms, Data Collection
状态：免费试用University of California San Diego
您将获得的技能: Python 程序设计, 数据操作, MLOps（机器学习 Operator）, 机器学习, 应用程序部署, 预测建模, 模型部署, Flask（网络框架）, 网络应用, Django （网络框架）, 数据预处理
您将获得的技能: Model Deployment, Google Cloud Platform, Generative AI Agents, Cloud Deployment, AI Orchestration, Agentic systems, Artificial Intelligence, LangChain
总之，以下是 9 最受欢迎的 decision tree 课程
- Vertex AI 表格式数据：Qwik Start: Google Cloud
- Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI: Coursera
- Modern Data Strategy for Enterprise Generative AI: Fractal Analytics
- Build your first Machine Learning Pipeline using Dataiku : Coursera
- The Path to Insights: Data Models and Pipelines: Google
- Decisions, Decisions: Dashboards and Reports: Google
- AI For Data Analysts: AI CERTs
- 部署机器学习模型: University of California San Diego
- Build and Deploy an Agent with Reasoning Engine in Vertex AI: Google Cloud
