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.

Macquarie University
Skills you'll gain: Business Strategy, Strategic Thinking, Customer Analysis, Strategic Marketing, Organizational Strategy, Growth Strategies, Corporate Strategy, Competitive Analysis, Business Planning, Market Analysis, Strategic Decision-Making, Market Opportunities, Value Propositions, Target Market, Organizational Effectiveness, Analysis, Innovation
★ 4.8 (330) · Beginner · Course · 1 - 3 Months

Emory University
Skills you'll gain: AI Personalization, Data-Driven Marketing, Generative AI, Marketing Automation, Customer Retention, Personalized Service, Marketing Operations, Marketing Analytics, Marketing Effectiveness, Data-Driven Decision-Making, Personalized Campaigns, Customer Analysis, Customer experience improvement, Marketing Strategies, Contextual Advertising, Marketing, Customer Engagement, Business Marketing, Customer Acquisition Management, Artificial Intelligence
★ 4.5 (90) · Beginner · Specialization · 3 - 6 Months

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, Large Language Modeling, Data Ethics, AI Orchestration, Responsible AI, Prompt Patterns, AI literacy, Agentic Workflows, LLM Application, AI Enablement, AI Security, Context Engineering, AI Workflows, AI powered creativity, AI Personalization, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Business Transformation, Business Operations, Personal Development
★ 4.8 (24) · Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Technical Sales, Solution Selling, Sales Strategy, Sales, Customer Relationship Building, Sales Process, Customer Relationship Management, Return On Investment, Stakeholder Engagement, Customer Engagement, Customer Advocacy, Value Propositions
★ 4.7 (87) · Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Looker (Software), SQL, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Warehousing, Data Cleansing, Dashboard Creation, Data Analysis, Data Integration, Data Visualization Software, Google Sheets, Query Languages, Google Cloud Platform, Data Import/Export, Data Integrity
★ 4.3 (85) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Regression Analysis, Predictive Modeling, Exploratory Data Analysis, Model Evaluation, Model Training, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Machine Learning, Data Preprocessing, Decision Tree Learning, Deep Learning, Data Analysis, Test Data, Artificial Neural Networks, Data Import/Export, Python Programming
★ 4.8 (69) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Team Performance Management, Management Training And Development, Team Leadership, Leadership and Management, Organizational Leadership, Team Building, Leadership, Leadership Development, Adaptability, People Management, Performance Management, Professional Development, Staff Management, Cognitive flexibility, Employee Engagement, Self-Awareness
★ 4.8 (144) · Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Selling Techniques, Operations, Supply Chain, Business Operations, Supply Management, Marketing, Promotional Strategies, Advertising, Profit and Loss (P&L) Management, Cost Benefit Analysis, Business Analysis Tools, Case Studies, Corporate Strategy, Go To Market Strategy, Market Analysis, Revenue Management, Strategic Marketing, Customer Analysis, Complex Problem Solving
★ 4.3 (40) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Strategic Decision-Making, Corporate Strategy, Business Strategies, Business Strategy, Business Ethics, Organizational Strategy, Strategic Leadership, Business Planning, Growth Strategies, Decision Making, Strategic Thinking, Strategic Prioritization, Plan Execution, Strategic Planning, Ethical Standards And Conduct, Management Information Systems, Stakeholder Management, Business Administration, Operational Efficiency, Business
★ 4.9 (53) · Beginner · Specialization · 3 - 6 Months

Epic Games
Skills you'll gain: Unreal Engine, Virtual Environment, Version Control, 3D Assets, Video Game Development, Software Configuration Management, Game Design, Content Management, Computer Graphics, Software Versioning, User Interface (UI), Collaborative Software, Data Import/Export, Software Installation
★ 4.5 (94) · Beginner · Course · 1 - 3 Months
Emory University
Skills you'll gain: Customer Analysis, Statistical Analysis, Target Market, Marketing Analytics, Market Analysis, Customer Insights, Market Research, Data Analysis, Data Analysis Software, Strategic Marketing, Business Research, Correlation Analysis, Marketing, Marketing Strategies, Exploratory Data Analysis, Data-Driven Decision-Making, Branding, Marketing Strategy and Techniques, Consumer Behaviour, Model Evaluation
★ 4.5 (126) · Mixed · Course · 1 - 4 Weeks

Corporate Finance Institute
Skills you'll gain: Business Valuation, Financial Modeling, Revenue Forecasting, Microsoft PowerPoint, Financial Statements, Sales Presentation, Financial Analysis, Oral Expression, Auditing, Sales Presentations, Verbal Communication Skills, Financial Auditing, Financial Forecasting, Presentations, Investment Banking, Equities, Forecasting, Corporate Finance, Microsoft Excel, Data Analysis
★ 4.9 (17) · Intermediate · Specialization · 3 - 6 Months