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 Virginia
您将获得的技能: Marketing Analytics, Marketing Effectiveness, Marketing Strategies, Marketing, Customer Analysis, Data-Driven Decision-Making, Analytics, Performance Measurement, Strategic Marketing, Brand Management, Regression Analysis, Consumer Behaviour, Return On Investment, A/B Testing, Statistical Analysis
初级 · 课程 · 1-3 个月
The University of Tokyo
您将获得的技能: Climate Change Adaptation, Climate Change Mitigation, Civil Engineering, Sustainable Development, Environment, Environmental Issue, Community Development, Disaster Recovery, Land Management, Sustainable Engineering, Emerging Technologies, Simulation and Simulation Software, Predictive Modeling
初级 · 课程 · 1-3 个月

您将获得的技能: Digital Transformation, Real Time Data, Data Governance, Google Cloud Platform, Data Warehousing, Data Management, Cloud Storage, Data Transformation, Big Data, Analytics, Data-Driven Decision-Making, Business Intelligence, Data Pipelines
初级 · 课程 · 1-3 个月

您将获得的技能: Mathematical Software, Scripting Languages, Scripting, Statistical Analysis, Software Installation
中级 · 课程 · 3-6 个月

Universidades Anáhuac
您将获得的技能: R Programming, Statistical Analysis, Correlation Analysis, Data-Driven Decision-Making, Business Analytics, Statistical Methods, Data Analysis, Unsupervised Learning, Business Analysis, Exploratory Data Analysis, Advanced Analytics, Data Visualization, Probability & Statistics, Machine Learning Algorithms
初级 · 课程 · 1-3 个月

The State University of New York
您将获得的技能: Collaboration, Teamwork, Adaptability, Verbal Communication Skills, Critical Thinking, Communication, Creative Thinking, Emotional Intelligence, Resilience, Problem Solving, Analytical Skills, Innovation, Accountability, Motivational Skills, Team Motivation, Logical Reasoning, Organizational Skills, Decision Making, Human Resources, Time Management
初级 · 课程 · 1-3 个月

HubSpot Academy
您将获得的技能: Data Visualization, HubSpot CRM, Dashboard, Business Reporting, Customer Relationship Management (CRM) Software, Performance Reporting, Forecasting, Sales Pipelines, Business Metrics, Sales Enablement, Performance Metric, Sales, Data-Driven Decision-Making, Customer Service, Key Performance Indicators (KPIs), Customer Data Management, Customer Success Management, Goal Setting
初级 · 课程 · 1-4 周

您将获得的技能: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation
中级 · 专项课程 · 3-6 个月
Ludwig-Maximilians-Universität München (LMU)
您将获得的技能: Business Strategy, Game Theory, Competitive Analysis, Strategic Thinking, Product Strategy, Strategic Partnership, Strategic Decision-Making, Market Analysis, Market Dynamics, New Product Development, Innovation, Product Development
混合 · 课程 · 1-3 个月

您将获得的技能: Java Programming, Object Oriented Design, Linux Commands
中级 · 专项课程 · 1-3 个月

您将获得的技能: Working Capital, Income Statement, Balance Sheet, Capital Expenditure, Business Valuation, Accounts Receivable, Cash Flows, Risk Analysis
混合 · 课程 · 1-4 周

Fundação Instituto de Administração
您将获得的技能: Strategic Marketing, Marketing Analytics, Marketing Strategies, Digital Marketing, Consumer Behaviour, Data Visualization, Sales Strategy, Performance marketing, Marketing Strategy and Techniques, Marketing Management, Data-Driven Decision-Making, Marketing, Digital Media Strategy, Data Visualization Software, Customer Analysis, Customer Engagement, Key Performance Indicators (KPIs), Analytics, Data Analysis, Target Market
初级 · 专项课程 · 3-6 个月