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.

IIMA - IIM Ahmedabad
Skills you'll gain: Digital Transformation, Innovation, Business Transformation, Organizational Strategy, Artificial Intelligence, Technology Strategies, Organizational Change, Cognitive flexibility, Industrial and Organizational Psychology, Emotional Intelligence, Decision Making
Beginner · Course · 1 - 3 Months

Politecnico di Milano
Skills you'll gain: Data Strategy, Business Modeling, Data Ethics, Design Thinking, Innovation, Customer Data Management, Augmented and Virtual Reality (AR/VR), Market Opportunities, Data Governance, Technology Strategies, Data Management, Data-Driven Decision-Making, Platform As A Service (PaaS), Product Development, Big Data, Customer Insights, Strategic Thinking, Systems Thinking, Digital Transformation, Business Transformation
Beginner · Specialization · 3 - 6 Months

Fundação Instituto de Administração
Skills you'll gain: Transportation, Supply Chain, and Logistics, International Finance, Transportation Operations, International Relations, Transportation Management, Tax, General Shipping and Receiving, Logistics, Global Marketing, Logistics Management, Export Control, Competitive Analysis, Insurance, Business Risk Management, Risk Management, Strategic Partnership, Strategic Decision-Making, Strategic Thinking, Market Dynamics, Economics
Beginner · Specialization · 3 - 6 Months

University of Virginia
Skills you'll gain: Intellectual Property, Digital Transformation, Business Modeling, Business Strategy, Technology Strategies, Innovation, Data-Driven Decision-Making, Value Propositions, Market Dynamics, Competitive Analysis, Computing Platforms, Emerging Technologies
Beginner · Course · 1 - 4 Weeks

Campus BBVA
Skills you'll gain: Data Storytelling, Dashboard, Business Analytics, Data Quality, Business Intelligence, Data Analysis, Descriptive Statistics, Data-Driven Decision-Making, Statistical Inference, Statistics, Big Data, Exploratory Data Analysis, Statistical Hypothesis Testing, Project Management Life Cycle, Probability Distribution
Beginner · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Entrepreneurship, Innovation, Market Opportunities, Corporate Strategy, New Business Development, Value Propositions, Business Strategy, Competitive Analysis, Strategic Decision-Making, Market Analysis
Beginner · Course · 1 - 4 Weeks

University of London
Skills you'll gain: Sampling (Statistics), Descriptive Statistics, Data Presentation, Statistics, Estimation, Probability, Data-Driven Decision-Making, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Data Visualization, Data Analysis, Histogram, Graphing
Mixed · Course · 1 - 4 Weeks

Universitat Autònoma de Barcelona
Skills you'll gain: Conflict Management, Team Management, People Management, Change Management, Expectation Management, Constructive Feedback, Diversity and Inclusion, Coaching, Leadership, Communication, Active Listening, Emotional Intelligence, Proactivity, Goal Setting
Beginner · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Forecasting, Time Series Analysis and Forecasting, Case Studies, Business Metrics, Business Economics, Microsoft Excel, Decision Making, Data Analysis, Data Visualization, Probability & Statistics
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Microsoft Azure, Azure DevOps, Artificial Intelligence and Machine Learning (AI/ML), Cloud Deployment, Data Pipelines, Data Preprocessing, CI/CD, Continuous Monitoring, Debugging, Identity and Access Management, Version Control, Data Storage, Scalability
Intermediate · Course · 1 - 3 Months

Harvard Business Review
Skills you'll gain: Business Modeling, Business Acumen, Business Strategy, Data-Driven Decision-Making, Decision Making, Competitive Analysis, Financial Statements, Leadership, Financial Analysis, Team Leadership, Critical Thinking
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Brand Management, Branding, Brand Strategy, Brand Awareness, Brand Loyalty, Social Impact, Marketing Psychology, Data-Driven Decision-Making, Governance, Storytelling, Customer Engagement, Innovation, Communication
Beginner · Course · 1 - 4 Weeks