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: Data Mining, Logistic Regression, Model Evaluation
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Site Reliability Engineering, Design Thinking, Safety Culture, DevOps, Continuous Delivery, Innovation, Culture Transformation, Service Level, Continuous Integration, Data-Driven Decision-Making, Performance Measurement, Incident Management, Automation, Root Cause Analysis
初级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Plotly, Matplotlib, Exploratory Data Analysis, Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Scatter Plots, Data Analysis, Box Plots, Descriptive Statistics, Jupyter, Data Science, Anomaly Detection, Python Programming, GitHub
初级 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Time Series Analysis and Forecasting, Forecasting, People Analytics, Trend Analysis, Microsoft Excel, Statistical Modeling, Correlation Analysis, Predictive Analytics, Statistical Analysis, Data Analysis Software, Analytical Skills, Probability & Statistics, Graphing, Climate Change Adaptation, Data Manipulation
混合 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Software Architecture, Java, Software Design, Object Oriented Programming (OOP), Data-Driven Decision-Making, Business Modeling, Test Data, User Interface (UI) Design, Application Development, Computer Programming, Artificial Intelligence, Data Structures
混合 · 课程 · 1-3 个月

Fred Hutchinson Cancer Center
您将获得的技能: Version Control, Secure Coding, Key Management
高级设置 · 课程 · 1-4 周

高级设置 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Applied Machine Learning, Machine Learning, Data Preprocessing, Python Programming, Predictive Modeling, Development Environment, Data Manipulation, Exploratory Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Instagram, Content Performance Analysis, Social Media, Social Media Marketing, Marketing Analytics, Content Strategy, Strategic Decision-Making, Key Performance Indicators (KPIs), Brand Awareness, Competitive Analysis, Drive Engagement
初级 · 课程 · 1-4 周

您将获得的技能: Application Deployment, Azure DevOps, Continuous Deployment, Git (Version Control System), Version Control, Microsoft Azure, Release Management, Code Review
中级 · 课程 · 1-4 周

您将获得的技能: Financial Modeling, Financial Statement Analysis, Financial Analysis, Depreciation, Financial Forecasting, Business Valuation, Operating Expense, Balance Sheet, Income Statement, Accounts Payable, Equities, Capital Expenditure, Cash Flows, Working Capital
混合 · 课程 · 1-4 周

您将获得的技能: Strategic Decision-Making, Corporate Finance, Working Capital, Financial Analysis, Financial Planning, Financial Management, Financial Forecasting, Financial Modeling, Cash Management, Growth Strategies, Capital Markets
中级 · 课程 · 1-4 周