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.

Coursera
Skills you'll gain: AI Enablement, AI Product Strategy, Workforce Management, Human Resources Management and Planning, Human Resource Strategy, Workforce Development, Workforce Planning, Responsible AI, Resource Management, Decision Support Systems, Performance Improvement, Employee Performance Management, Strategic Decision-Making, Data-Driven Decision-Making, Process Optimization, Strategic Planning, Business Ethics
★ 4.8 (20) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: LangGraph, Generative AI Agents, AI Orchestration, LangChain, Agentic systems, AI Workflows, OpenAI API, Agentic Workflows, LLM Application, Artificial Intelligence, AI Integrations, User Interface (UI), Python Programming, Context Management, Development Environment
★ 4.5 (98) · Intermediate · Course · 1 - 3 Months

28DIGITAL
★ 4.5 (116) · Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Responsible AI, Governance, Data Governance, Data Management, Data Ethics, Compliance Management, Generative AI, Governance Risk Management and Compliance, Law, Regulation, and Compliance, Stakeholder Analysis, Stakeholder Engagement, Regulatory Requirements, Stakeholder Management, Decision Intelligence, Risk Analysis, Technology Strategies, Cost Benefit Analysis, Regulation and Legal Compliance, Leadership and Management, Risk Management
★ 4.7 (116) · Intermediate · Course · 1 - 4 Weeks

Creo Incubator
Skills you'll gain: Critical Thinking, Delegation Skills, Emotional Intelligence, Time Management, Empathy & Emotional Intelligence, Professional Networking, Dealing With Ambiguity, Leadership, Composure, Intercultural Competence, Leadership and Management, Leadership Development, Decision Making, Communication, Strategic Leadership, Interpersonal Communications, Relationship Management, Team Leadership, Business Leadership, Habit Formation
Beginner · Specialization · 3 - 6 Months

University of Minnesota
Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Predictive Modeling, Data Preprocessing, Model Training, Regression Analysis, Microsoft Excel, Forecasting, Excel Formulas, Pivot Tables And Charts, Data Manipulation, Data Transformation, Feature Engineering, Statistical Modeling, Spreadsheet Software, Predictive Analytics, Model Optimization, Data Cleansing, Statistical Methods
★ 4.8 (145) · Mixed · Course · 1 - 4 Weeks

Universidad Austral
Skills you'll gain: Technical Analysis, Digital Assets, Key Management, Investments, Financial Trading, Blockchain, Portfolio Management, Market Trend, Financial Analysis, Market Data, Investment Management, Asset Management, FinTech, Trend Analysis, Portfolio Risk, Operating Cost, Operating Expense, Decision Making, Risking
★ 4.8 (122) · Beginner · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Cross-Functional Team Leadership, Diversity and Inclusion, Intercultural Competence, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Organizational Leadership, Cultural Diversity, Business Leadership, Team Leadership, People Development, Leadership, Cultural Responsiveness, Leadership Development, Decision Making
★ 4.8 (105) · Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Interactive Data Visualization, Data Storytelling, Data Presentation, Data Visualization, Business Intelligence, Dashboard Creation, Business Intelligence Software, Data-Driven Decision-Making, Customer Analysis, Data Modeling, Data Analysis, Data Integration, Advanced Analytics, Spatial Data Analysis, Exploratory Data Analysis, Statistical Analysis, Data Transformation, Decision Support Systems, Collaborative Software, Data Validation
★ 4.7 (90) · Advanced · Specialization · 1 - 3 Months

Skills you'll gain: Open Shortest Path First (OSPF), Virtual Local Area Network (VLAN), Wide Area Networks, Network Security, Routing Protocols, Threat Detection, Threat Management, Security Awareness, Network Administration, TCP/IP, Multiprotocol Label Switching, Network Routing, Virtual Private Networks (VPN), Network Troubleshooting, Dynamic Host Configuration Protocol (DHCP), Network Switches, Local Area Networks, Network Protocols
★ 4.6 (22) · Advanced · Course · 3 - 6 Months

London Business School
Skills you'll gain: Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Sustainable Business, Corporate Strategy, Business Ethics, Governance, Social Impact, Business Leadership, Strategic Leadership, Business Strategy, Decision Making, Influencing
★ 4.7 (98) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Leadership Studies, Strategic Thinking, Strategic Leadership, Teamwork, Team Building, Team Leadership, Business Leadership, Business Ethics, Organizational Leadership, Leadership, Team Collaboration, Leadership and Management, Strategic Decision-Making, Leadership Development, Management Training And Development, Ethical Standards And Conduct, Decision Making, Organizational Effectiveness, Case Studies
★ 4.7 (18) · Beginner · Course · 1 - 4 Weeks