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.

Skills you'll gain: Algorithms, Computer Programming, Data Structures, Computational Thinking, Theoretical Computer Science
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Sales Presentation, B2B Sales, Sales Presentations, Selling Techniques, General Sales Practices, Sales, Value Propositions, Peer Review, Key Performance Indicators (KPIs), Presentations, Return On Investment, Decision Making, Business Priorities, Marketing, Microsoft PowerPoint, Marketing Communications, Business
Intermediate · Course · 1 - 4 Weeks

Dartmouth College
Skills you'll gain: Data Strategy, Analytics, Data-Driven Decision-Making, Business Analytics, Scalability, Organizational Strategy, Data Infrastructure, Risk Management, Digital Transformation, Data Management, Large Language Modeling, Business Risk Management, Generative AI, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Competitive Analysis, Case Studies, AI Integrations
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: MLOps (Machine Learning Operations), AI Product Strategy, Microsoft Azure, Microsoft Copilot, Decision Intelligence, Responsible AI, Business Metrics, Performance Measurement, Model Deployment, Cloud Management, Data Pipelines, AI Orchestration, Data Governance, Performance Metric, AI literacy, AI Workflows, Discussion Facilitation, Governance, Artificial Intelligence, Decision Making
Intermediate · Professional Certificate · 3 - 6 Months

Board Infinity
Skills you'll gain: Digital Brand Strategy, AI Personalization, Dashboard, Brand Management, Brand Strategy, Driving engagement, Competitive Analysis, Personalized Campaigns, Branding, Analytics, Governance, Strategic Marketing, Brand Awareness, Experience Design, Performance Measurement, Generative AI, Marketing Design, Digital Marketing, Marketing Analytics, Data-Driven Decision-Making
Beginner · Specialization · 1 - 3 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Organizational Change, Organizational Development, Organizational Strategy, Organizational Structure, Change Management, Business Transformation, Business Strategy, Political Sciences, Innovation, Strategic Decision-Making, Knowledge Transfer, Decision Making, Persona (User Experience)
Mixed · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Negotiation, Contract Negotiation, Mediation, Arbitration, Price Negotiation, Intercultural Competence, Planning, Conflict Management, Communication, Influencing, Cultural Sensitivity, Contract Management, Ethical Standards And Conduct, Decision Making
Mixed · Course · 1 - 3 Months

Skills you'll gain: Extract, Transform, Load, Star Schema, Microsoft Power Platform, Data Analysis Expressions (DAX), Data Storytelling, Microsoft Power Automate/Flow, Dashboard Creation, Dashboard, Microsoft Excel, Excel Formulas, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Data Presentation, Spreadsheet Software, No-Code Development, Data Modeling, Data Visualization, Data Analysis, Business Intelligence
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Stakeholder Management, Data Storytelling, People Analytics, Risk Mitigation, Workforce Planning, HR Tech, Consulting, Organizational Strategy, Persuasive Communication, Management Reporting, Communication, Data Visualization, Data Analysis, Talent Management, Strategic Thinking, Employee Engagement, Information Technology, Project Management, Empathy, Statistical Methods
Advanced · Specialization · 3 - 6 Months

University of California, Irvine
Skills you'll gain: Critical Thinking and Problem Solving, Critical Thinking, Problem Solving, Deductive Reasoning, Decision Making, Analytical Skills, Case Studies, Analysis, Strategic Decision-Making, Science and Research, Risk Analysis
Mixed · Course · 1 - 4 Weeks

Fractal Analytics
Skills you'll gain: Data Storytelling, Decision Making, Critical Thinking, Database Design, Data Manipulation, Data Presentation, Power BI, Data Visualization, Model Evaluation, Feature Engineering, Model Deployment, Interactive Data Visualization, Data Wrangling, Critical Thinking and Problem Solving, Data Analysis Expressions (DAX), Human Centered Design, SQL, Machine Learning, Problem Solving, Python Programming
Beginner · Professional Certificate · 3 - 6 Months
Madecraft
Skills you'll gain: Productivity, Prioritization, Time Management, Goal Setting, Action Oriented, Personal Development, Organizational Skills, Strategic Prioritization, Self-Motivation, Mental Concentration, Scheduling, Follow Through, Motivational Skills, Habit Formation, Decision Making, Compassion
Beginner · Course · 1 - 4 Weeks