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。

University of Leeds
您将获得的技能: Resource Allocation, Operations Research, Production Planning, Graph Theory, Data-Driven Decision-Making, Decision Making, Mathematical Modeling, Process Optimization, Network Planning And Design, Complex Problem Solving, Computational Logic, Algorithms, Linear Algebra, Cryptography
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Supervised Learning, Data Preprocessing, Data-Driven Decision-Making, Statistical Modeling, Classification Algorithms, Plot (Graphics)
混合 · 课程 · 1-4 周
CertNexus
您将获得的技能: 计算机视觉, 自然语言处理, 递归神经网络 (RNN), 决策树学习, 卷积神经网络, 分类算法, 深度学习, 人工神经网络, 预测建模, 机器学习算法, 人工智能和机器学习(AI/ML), 随机森林算法, 应用机器学习, 监督学习
中级 · 课程 · 1-3 个月

University of Cambridge
您将获得的技能: Human Development, Psychology, Neurology, Child Development, Mental Health Diseases and Disorders, Anatomy, Physiology, Biology, Research
混合 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 业务建模, 工艺优化, 商业数学, 分析, 数据驱动的决策制定, 决策, 商业分析, 电子表格软件, 数据建模, 制图, 数学建模, 运筹学, 线性代数, 微软Excel
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Decision Tree Learning, Feature Engineering, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Data Analysis, Python Programming
混合 · 课程 · 1-4 周
您将获得的技能: Performance Tuning, Java, Enterprise Application Management, Computational Thinking, Algorithms, Data Structures, Scalability, Programming Principles, Debugging, Management Consulting, Mitigation, Project Implementation
高级设置 · 课程 · 1-4 周

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

PwC
您将获得的技能: 数据分析, 大数据, 分析, 数据可视化软件, 数据驱动的决策制定, 案例研究, 商业分析, 统计编程, 数据可视化, 数据展示, 数据收集, 商业智能, 微软Excel
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 模拟和模拟软件, 数据分析, 业务建模, 无监督学习, 工艺优化, 预测分析, 决策, 探索性数据分析, 商业分析, 市场分析, 风险分析, 概率分布, 微软Excel
初级 · 课程 · 1-4 周

您将获得的技能: Budget Management, Account Strategy, Financial Management, Key Performance Indicators (KPIs), Account Management, Budgeting, Customer Analysis, Data Integrity, Performance Analysis, Analytics, Data-Driven Decision-Making, Strategic Decision-Making, Power BI, Customer Insights, Data Analysis, Financial Analysis, Data Management, Data Collection, Microsoft Copilot, Data Processing
高级设置 · 课程 · 1-4 周

Sungkyunkwan University
您将获得的技能: Machine Learning Algorithms, Decision Tree Learning, Classification Algorithms, Unsupervised Learning, Machine Learning, Supervised Learning, Python Programming, Algorithms, Bayesian Statistics, Probability & Statistics
混合 · 课程 · 1-4 周