Decision tree courses can help you learn how to create, interpret, and optimize decision trees for data analysis, classification, and regression tasks. You can build skills in feature selection, model evaluation, and understanding overfitting versus underfitting. Many courses introduce tools like Python's scikit-learn, R's rpart, and various visualization software, that support implementing decision trees and analyzing their performance in real-world datasets.

Alex Genadinik
Skills you'll gain: Keyword Research, Search Engine Optimization, Content Optimization, Competitive Analysis, Web Analytics and SEO, AI Enablement, Content Development and Management, Competitive Intelligence, Content Strategy, Content Performance Analysis, Benchmarking, AI Workflows, Gap Analysis, Content Creation, LLM Application, Generative AI, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Analysis Expressions (DAX), Key Performance Indicators (KPIs), Power BI, Earned Value Management, Business Metrics, Project Performance, Performance Measurement, Customer Analysis, Marketing Analytics, Performance Metric, Project Controls, Performance Analysis, Customer Insights, Business Intelligence, Customer Retention, Operational Efficiency, Project Accounting, Data Analysis, Business Analysis, Business Operations
Beginner · Course · 1 - 3 Months

LearnKartS
Skills you'll gain: Negotiation, Prioritization, Conflict Management, Team Collaboration, Teamwork, Workplace inclusivity, De-escalation Techniques, Diversity Training, Communication, Stress Management, Emotional Intelligence, Productivity, Empathy & Emotional Intelligence, Diversity and Inclusion, Team Management, Team Leadership, Professionalism, Ethical Standards And Conduct, Strategic Prioritization, Workplace Bullying Intervention
★ 4.7 (734) · Beginner · Specialization · 3 - 6 Months

Microsoft
Skills you'll gain: Microsoft Copilot, CI/CD, Cascading Style Sheets (CSS), GitHub, C# (Programming Language), HTML and CSS, SQL, Database Management, Azure DevOps, Object Oriented Design, Continuous Integration, Version Control, Git (Version Control System), Object Oriented Programming (OOP), ASP.NET, Full-Stack Web Development, Web Development, Secure Coding, .NET Framework, Graph Theory
★ 4.6 (524) · Beginner · Professional Certificate · 3 - 6 Months

University of California, Davis
Skills you'll gain: Management Training And Development, Employee Coaching, Coaching, Leadership and Management, People Management, Adaptability, Professional Development, People Development, Leadership, Organizational Effectiveness, Overcoming Obstacles, Training and Development, Employee Training, Mentorship, Decision Making, Communication, Active Listening, Self-Awareness, Critical Thinking
★ 4.8 (2.3K) · Mixed · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Corporate Strategy, Stakeholder Management, Strategic Decision-Making, Mergers & Acquisitions, Stakeholder Analysis, Corporate Sustainability, Business Strategy, Business Management, Strategic Thinking, Governance, Strategic Partnership, Organizational Strategy, Environmental Social And Corporate Governance (ESG), Value Propositions, Competitive Analysis, Growth Strategies, Portfolio Management
★ 4.7 (1.2K) · Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Probability, Statistical Inference, Estimation, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Bayesian Statistics, Markov Model, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Analysis, Correlation Analysis, Data Science, Decision Intelligence, Machine Learning Algorithms, Mathematical Theory & Analysis
★ 4.4 (364) · Intermediate · Specialization · 3 - 6 Months

Institute for the Future
Skills you'll gain: Forecasting, Innovation, Proactivity, Strategic Thinking, Creative Thinking, Optimism, Action Oriented, Trend Analysis, Creativity, Adaptability, Empowerment, Leadership, Analysis
★ 4.8 (1.3K) · Beginner · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: Data Visualization, Pivot Tables And Charts, Data Presentation, Interactive Data Visualization, Data Visualization Software, Microsoft Excel, Dashboard, Dashboard Creation, Cash Flow Forecasting, Excel Formulas, Spreadsheet Software, Financial Modeling, Cash Management, Microsoft PowerPoint, Financial Forecasting, Auditing, Financial Reporting, Data Transformation, Financial Data, Financial Analysis
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Responsible AI, AI Enablement, Decision Intelligence, Governance, AI Security, Governance Risk Management and Compliance, Risking, Cyber Governance, Data Governance, Enterprise Architecture, Data Strategy, Data Ethics, Compliance Training, AI Workflows, Return On Investment, Security Controls, Accountability Frameworks, Security Strategy, Information Technology, Business
Beginner · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Responsible AI, AI Workflows, AI Product Strategy, Generative AI, Workflow Management, Process Design, Decision Intelligence, Business Metrics, Product Management, Interviewing Skills, Stakeholder Communications, Risk Analysis, Stakeholder Engagement, Oral Expression, Technical Communication
Mixed · Course · 1 - 4 Weeks

Vanderbilt University
Skills you'll gain: Prompt Engineering, ChatGPT, Claude Code, Prompt Patterns, No-Code Development, Generative AI Agents, Engineering Software, AI Enablement, AI Orchestration, AI powered creativity, LLM Application, AI Product Strategy, Anthropic Claude, AI literacy, Agentic Workflows, AI Workflows, Decision Intelligence, Dashboard Creation, Artificial Intelligence, Large Language Modeling
★ 4.8 (8.1K) · Beginner · Specialization · 3 - 6 Months