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.

Alfaisal University | KLD
Skills you'll gain: Economics, Business Economics, Business Management, Decision Making, Business, Cost Management, Demand Planning, Production Management
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Customer Retention, Customer Acquisition Management, Customer Analysis, Marketing Channel, Customer Engagement, Customer Relationship Building, Customer Relationship Management, Brand Loyalty, Business-To-Consumer, Cross-Channel Marketing, Marketing Effectiveness, Customer Data Management, B2B Sales, Target Market, Operating Cost, Analytics, Strategic Decision-Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AI Personalization, Generative AI, Experience Design, AI powered creativity, Data-Driven Decision-Making, AI Integrations, AI Workflows, Data Analysis
Beginner · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Team Management, Team Building, Team Leadership, Supervision, Team Performance Management, Team Collaboration, Conflict Management, Cooperation, Leadership, People Management, Influencing, Strategic Decision-Making, Behavior Management, Persuasive Communication, Decision Making, Communication, Communication Strategies, Culture
Beginner · Course · 1 - 3 Months

Skills you'll gain: Risk Modeling, Descriptive Statistics, Financial Data, Financial Modeling, Regression Analysis, Statistical Modeling, Financial Analysis, Decision Tree Learning, Credit Risk, Lending and Underwriting, Predictive Modeling, Commercial Lending, Portfolio Management, Statistics, Portfolio Risk, Statistical Analysis, Performance Metric, Model Evaluation, Supervised Learning, Statistical Hypothesis Testing
Intermediate · Course · 1 - 3 Months
Scrum Alliance
Skills you'll gain: AI Product Strategy, AI Enablement, Product Planning, Brainstorming, AI powered creativity, Product Strategy, Agile Product Development, Strategic Thinking, Generative AI, Decision Intelligence, Ideation, Customer Insights, Market Intelligence, Customer Analysis, Market Analysis, Research Reports, AI Integrations, Data-Driven Decision-Making, Forecasting, Scrum (Software Development)
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data-Driven Decision-Making, Business Intelligence, Data Presentation, Data Storytelling, Interactive Data Visualization, Data Visualization Software, Power BI, Pivot Tables And Charts, Key Performance Indicators (KPIs), Performance Reporting, Data Analysis, Business Reporting, Trend Analysis, Conversion Funnel Analysis
Intermediate · Course · 1 - 4 Weeks

LearnKartS
Skills you'll gain: Bitbucket, Git (Version Control System), Version Control, GitLab, Collaborative Software, Software Development Tools, Software Versioning, Command-Line Interface
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Cleansing, Stakeholder Management, Rmarkdown, Data Presentation, Data Storytelling, Data Visualization, Data Validation, Stakeholder Engagement, Ggplot2, Stakeholder Communications, Data Ethics, R (Software), Dashboard Creation, Analytical Skills, Data Integrity, Data Synthesis, Case Studies, Data-Driven Decision-Making, Data Analysis, Google Sheets
Beginner · Professional Certificate · 3 - 6 Months

Coursera
Skills you'll gain: TypeScript, Programming Principles, Computational Logic, Computer Programming Tools, Computer Programming
Intermediate · Guided Project · Less Than 2 Hours

LearnKartS
Skills you'll gain: Negotiation, Closing (Sales), Communication Strategies, Professionalism, Professional Development, Performance Analysis, Organizational Skills, Persona Development
Intermediate · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Critical Thinking and Problem Solving, Complex Problem Solving, Problem Solving, Strategic Decision-Making, Advanced Analytics, Decision Making, Critical Thinking, Data Storytelling, Strategic Thinking, Systems Thinking, Creative Problem-Solving, Deductive Reasoning, Storytelling, Analytics, Analytical Skills, Statistical Analysis, Solution Design, Business Strategy, Analysis, Business Analysis
Beginner · Course · 1 - 3 Months