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: Scrum (Software Development), Agile Project Management, Backlogs, Agile Software Development, Sprint Planning, Agile Methodology, User Story, Agile Product Development, Data-Driven Decision-Making, Project Estimation, Product Requirements, Waterfall Methodology, Lean Methodologies, Project Performance, Kanban Principles, Product Management, Project Management, Prioritization, Estimation, Problem Solving
★ 4.8 (132) · Beginner · Specialization · 1 - 3 Months

Universiteit Leiden
Skills you'll gain: Ancient History, Culture, Language Interpretation, Translation, and Studies, English Language, Anthropology, Multilingualism, Oral Comprehension, Research, Research Methodologies
★ 4.6 (105) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Generative AI, Cloud Computing Architecture, Generative AI Agents, Systems Development Life Cycle, Cloud Deployment, Artificial Intelligence and Machine Learning (AI/ML), Cloud Services, Database Management Systems, Artificial Intelligence, Software Development Methodologies, Data Strategy, Database Application, Programming Principles, Data Storage Technologies, Cross Platform Development, Package and Software Management, Data-Driven Decision-Making, Computer Programming, Other Programming Languages
★ 4.7 (475) · Beginner · Course · 1 - 3 Months

Unilever
Skills you'll gain: Data Governance, Data Storytelling, Data Presentation, Data Literacy, Presentations, Data Visualization, Supply Chain, Data Management, Supply Chain Management, Data Analysis, Data Analysis Software, Analytics, Data Visualization Software, Data Quality, Data Compilation, Analytical Skills, Data Cleansing, Data Synthesis, Risk Management, Problem Solving
★ 4.5 (95) · Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Keyword Research, Email Marketing, Digital Marketing Campaigns, Data-Driven Marketing, Digital Marketing, Campaign Management, Digital Media Strategy, Marketing Analytics, Online Advertising, Digital Advertising, Search Engine Marketing, Performance Analysis, Consumer Behaviour, Marketing Strategies, Market Research, Journey Mapping, Key Performance Indicators (KPIs), Web Analytics and SEO, Search Engine Optimization, Campaign Planning
★ 4.5 (608) · Beginner · Course · 1 - 3 Months

Università Bocconi
Skills you'll gain: Data Analysis, Innovation, Strategic Decision-Making, Statistical Analysis, General Science and Research, Data-Driven Decision-Making, Complex Problem Solving, Regression Analysis, Correlation Analysis, Decision Making, Big Data, Strategic Thinking, Probability & Statistics, Statistical Hypothesis Testing, Performance Metric, Entrepreneurship, A/B Testing, Machine Learning
★ 4.7 (111) · Mixed · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Business Analytics, Statistics, Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Data Literacy, Analytics, Statistical Methods, Statistical Software, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Predictive Modeling, Probability & Statistics, Estimation, Statistical Reporting, Microsoft Excel, Forecasting, Sampling (Statistics)
★ 4.8 (879) · Intermediate · Course · 1 - 4 Weeks

Politecnico di Milano
Skills you'll gain: Business Process Management, Business Process, Process Management, Process Design, Organizational Structure, Decision Making, Game Theory, Process Mapping, Organizational Strategy, Operational Efficiency, Organizational Effectiveness, Business Management, Performance Measurement, Problem Solving, Business, Strategic Decision-Making, Coordination
★ 4.7 (198) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Strategic Decision-Making, Decisiveness, Decision Making, Dealing With Ambiguity, Leadership, Problem Solving, Ideation, Innovation, Strategic Leadership, Adaptability, Leadership Development, Creative Thinking, Collaboration, Critical Thinking and Problem Solving
★ 4.9 (49) · Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Strategic Leadership, Leadership Development, Team Leadership, Business Leadership, Team Management, Leadership and Management, Team Building, Management Training And Development, Team Performance Management, Organizational Strategy, People Development, Strategic Planning, Strategic Decision-Making, Business Planning, Strategic Thinking, Initiative and Leadership, Business Strategy, Business Strategies, Leadership, Growth Strategies
★ 4.7 (394) · Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Spreadsheet Software, Microsoft Excel, Google Sheets, Data Visualization, Data-Driven Decision-Making, Analysis
★ 4.5 (193) · Beginner · Guided Project · Less Than 2 Hours

emlyon business school
Skills you'll gain: Entrepreneurship, Dealing With Ambiguity, Stakeholder Engagement, Strategic Thinking, Stakeholder Management, Creative Problem-Solving, Business Strategies, Risk Management, Resourcefulness, Decision Making, Risk Mitigation, Empowerment, Collaboration, Action Oriented, Adaptability, Resource Utilization
★ 4.7 (232) · Beginner · Course · 1 - 3 Months