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。

Packt
您将获得的技能: Ubuntu, Linux, Package and Software Management, Software Installation, Open Source Technology, Computing Platforms, Operating Systems, Desktop Support
初级 · 课程 · 1-4 周
您将获得的技能: Cash Flow Forecasting, Responsible AI, Cash Management, Financial Forecasting, Accounts Payable and Receivable, Risk Management, Generative AI, No-Code Development, Business Process Automation, Forecasting, Regulatory Compliance, Business Ethics, Financial Services, ChatGPT, Automation, Prompt Engineering, Dashboard
中级 · 课程 · 1-4 周

您将获得的技能: Git (Version Control System), GitHub, Version Control, Open Source Technology, Collaborative Software, Unix Commands, Microsoft Visual Studio, Continuous Integration, Linux, Mac OS, Web Development Tools, File Management, Shell Script, Command-Line Interface, Code Review, Data Integrity, Application Deployment, React.js, Hypertext Markup Language (HTML), Technical Communication
初级 · 专项课程 · 3-6 个月

University of Leeds
您将获得的技能: Integrated Development Environments, Debugging, Microsoft Visual Studio, Unit Testing, Software Development Tools, Development Environment, Version Control
初级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: White-Box Testing, Software Testing, Risk Analysis, Code Coverage, Test Case, Unit Testing, Test Engineering, Test Planning, Integration Testing
高级设置 · 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

Fundação Instituto de Administração
您将获得的技能: Predictive Analytics, Customer Relationship Management, Data-Driven Decision-Making, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Machine Learning, Deep Learning, Artificial Neural Networks, Supervised Learning, Unsupervised Learning, Model Evaluation
初级 · 课程 · 1-4 周

Edureka
您将获得的技能: Predictive Modeling, Predictive Analytics, Statistical Methods, Data Analysis, Applied Machine Learning, Business Analytics, Statistical Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Big Data, Python Programming, Data Manipulation, Pandas (Python Package), Logistic Regression, NumPy
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Data Storytelling, Plotly, Statistical Visualization, Interactive Data Visualization, Matplotlib, Data Visualization Software, Network Analysis, Seaborn, Data-Driven Decision-Making, Data Mining, Scatter Plots, R Programming, Graph Theory, Data Science, Time Series Analysis and Forecasting
攻读学位
混合 · 课程 · 1-3 个月

Capitals Coalition
您将获得的技能: Stakeholder Engagement, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Business Risk Management, Sustainable Business, Business Valuation, Cost Benefit Analysis, Sustainability Reporting, Natural Resource Management, Human Capital, Social Impact, Case Studies, Decision Making
初级 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Descriptive Statistics, Market Data, Risk Modeling, Regression Analysis, Statistical Methods, Financial Modeling, Statistical Hypothesis Testing, Correlation Analysis, Data Analysis Software, Statistical Analysis, Quantitative Research, Financial Market, Time Series Analysis and Forecasting, Trend Analysis, Financial Analysis, Variance Analysis
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Computational Logic, Verification And Validation, Theoretical Computer Science, Systems Design, Model Evaluation, Simulations, Algorithms, Safety and Security
初级 · 课程 · 1-4 周