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: Bayesian Statistics, A/B Testing, Microsoft Excel, Statistical Machine Learning, Statistical Modeling, Predictive Analytics, Business Analytics, Data Analysis, Probability & Statistics, Decision Making, Health Informatics, Statistical Programming, Markov Model
混合 · 课程 · 1-4 周

您将获得的技能: Oracle SQL Developer, SQL, Oracle Databases, Database Management, Data Analysis, Performance Tuning, Business Intelligence, Data Manipulation, Analytics, Data Transformation
混合 · 课程 · 1-4 周

您将获得的技能: AI Personalization, Proposal Writing, Proposal Development, Sales Presentation, Sales Strategy, Generative AI Agents, Storytelling, Presentations, Sales Process, Content Performance Analysis, Personalized Service, Market Research, Customer Analysis, Data-Driven Decision-Making, Microsoft PowerPoint, Competitive Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Adaptability, Leadership Development, Leadership, Performance Measurement, Team Leadership, Organizational Leadership, Leadership and Management, Strategic Leadership, Communication, Business Metrics, Team Motivation, Team Building, Growth Mindedness, Professional Development, Human Resource Strategy, Business, Decision Making
初级 · 课程 · 1-3 个月

您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, R (Software), Classification Algorithms, Machine Learning, Decision Tree Learning, Data Science, Ggplot2, Feature Engineering, Data Preprocessing, Statistical Programming, Predictive Modeling, Data Manipulation, Model Evaluation, Regression Analysis
初级 · 课程 · 1-3 个月

S.P. Jain Institute of Management and Research
您将获得的技能: Network Planning And Design, Logistics, Inventory Management System, Key Performance Indicators (KPIs), Transportation Operations, Corporate Sustainability, Strategic Planning, Risk Management, Coordination, Demand Planning, Cost Reduction, Microsoft Excel
初级 · 课程 · 1-3 个月

Dartmouth College
您将获得的技能: AI 产品战略, 生成式人工智能, 负责任的人工智能, 市场调查, Regulation and Legal Compliance, 收入管理, 市场趋势, Data Governance, 数据质量, 变革管理, 人工智能, 市场情报, 高级分析, 数据伦理, AI 赋能, 道德标准与行为, 数据驱动的决策制定, 市场动态
初级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: Stakeholder Engagement, Community Outreach, Cultural Diversity, Policy Analysis, Social Sciences, Cultural Sensitivity, Environment and Resource Management, Case Studies, Environmental Issue, Natural Resource Management, Water Resources, Driving engagement, Diversity Equity and Inclusion Initiatives, Governance, Conflict Management, Critical Thinking
中级 · 课程 · 1-4 周

您将获得的技能: Microsoft Excel, Excel Formulas, Data Management, Data Analysis, Data Cleansing, Pivot Tables And Charts, Analytical Skills, Data Manipulation, Data Entry, Statistical Analysis, Data Import/Export, Data Quality, Data Visualization Software, Data Validation, Forecasting
中级 · 课程 · 1-3 个月

IE Business School
您将获得的技能: Strategic Decision-Making, Corporate Strategy, Strategic Thinking, Value Propositions, Strategic Sourcing, Business Strategies, Business Strategy, Supply Chain, Mergers & Acquisitions, Supplier Management, Purchasing
初级 · 课程 · 1-4 周

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
您将获得的技能: Excel Macros, Financial Modeling, Prompt Engineering, Financial Forecasting, Generative AI, Automation, Process Optimization, Microsoft Excel, Excel Formulas, Financial Acumen, Simulation and Simulation Software, Visual Basic (Programming Language), Financial Reporting, Financial Planning, Code Review
中级 · 课程 · 1-4 周