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: Model Evaluation, Data Preprocessing, Model Optimization, People Analytics, Model Training, Workforce Management, Classification Algorithms
混合 · 课程 · 1-4 周
Coursera
您将获得的技能: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Applied Machine Learning, Java Programming, Machine Learning Algorithms, Algorithms, Machine Learning, Data Structures, Analysis, Software Engineering
高级设置 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Model Optimization, Model Training, Applied Machine Learning, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Data Wrangling, Model Evaluation, Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 课程 · 1-3 个月

Fractal Analytics
您将获得的技能: 决策, 开放的心态, 决策智能, 演绎推理, 人工智能, 数据驱动决策, 行为经济学, 自我意识, 情商, 交流, 数据分析, 数据扫盲, 解决复杂问题, 心理学, 批判性思维和解决问题, 合作, 算法, 分析技能, 独立思考, Algorithm, 批判性思维
初级 · 课程 · 1-4 周

Khalifa University
您将获得的技能: Feature Engineering, Responsible AI, AI Integrations, Data Preprocessing, Strategic Decision-Making, Data-Driven Decision-Making, Data Ethics, Natural Language Processing, AI Security, Decision Making, Model Training, LLM Application, Large Language Modeling, Decision Support Systems, Artificial Intelligence, Predictive Analytics, Advanced Analytics, Governance, Data Governance, Workflow Management
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Statistical Software, Statistical Programming, Statistical Methods, Probability & Statistics, Statistical Visualization, Analysis, Data Analysis, R (Software), Data Visualization, R Programming, Statistics, Statistical Inference, Variance Analysis, Sampling (Statistics)
攻读学位
中级 · 课程 · 1-3 个月
CertNexus
您将获得的技能: 随机森林算法, 监督学习, 分类与回归树 (CART), 深度学习, 预测建模, 计算机视觉, 分类算法, 自然语言处理, 递归神经网络 (RNN), 决策树学习, 应用机器学习, 人工神经网络, 卷积神经网络, 人工智能和机器学习(AI/ML), 机器学习算法, 模型培训
中级 · 课程 · 1-3 个月

您将获得的技能: Data-Driven Decision-Making, Regression Analysis, Descriptive Statistics, Statistical Hypothesis Testing, Case Studies, Business Analytics, Strategic Decision-Making, Minitab, Analytics, Data Analysis, Statistical Analysis, Probability & Statistics, Microsoft Excel, Descriptive Analytics, Correlation Analysis, Data Analysis Software, Statistical Methods, Analysis, Statistical Software
初级 · 课程 · 1-4 周
Logical Operations
您将获得的技能: Power BI, Data Analysis, Business Intelligence Software, Microsoft Excel, Data Visualization Software, Data Literacy, Business Intelligence, Data-Driven Decision-Making, Data Storytelling, Dashboard Creation, Microsoft 365, Business Reporting, Data Visualization, Data Analysis Software, Interactive Data Visualization, Data Presentation, Microsoft Office, Microsoft PowerPoint, Data Sharing, Data Management
混合 · 课程 · 1-3 个月
您将获得的技能: Model Evaluation, Model Deployment, Model Training, Decision Tree Learning, Data Preprocessing, Java Programming, Classification Algorithms, Predictive Modeling, Random Forest Algorithm, Applied Machine Learning, Java, Program Evaluation, Machine Learning Methods, Machine Learning Algorithms, Machine Learning, Algorithms, Program Implementation, Business Development
高级设置 · 课程 · 1-4 周

您将获得的技能: User Requirements Documents, Technology Strategies, Technology Solutions, Requirements Elicitation, Requirements Analysis, Agile Product Development, Agile Methodology, Business Requirements, Decision Making, Business Analysis, Cross-Functional Team Leadership, Request for Proposal, Vendor Management, Vendor Relationship Management, Strategic Prioritization, Prioritization, Program Evaluation, Product Demonstration, Return On Investment, Leadership
中级 · 课程 · 3-6 个月

您将获得的技能: Maintainability, Computational Logic
中级 · 课程 · 1-4 周