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.

Saïd Business School, University of Oxford
Skills you'll gain: Responsible AI, Artificial Neural Networks, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Generative AI, Generative Model Architectures, Data Ethics, Deep Learning, Machine Learning, Business Ethics, Supervised Learning, Reinforcement Learning, Unsupervised Learning
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Technical Sales, Sales Presentation, Solution Selling, B2B Sales, Consultative Approaches, Customer Relationship Building, Sales Process, Return On Investment, Stakeholder Engagement, Value Propositions, Customer Analysis
Intermediate · Course · 1 - 4 Weeks

IIMA - IIM Ahmedabad
Skills you'll gain: Digital Transformation, Innovation, Business Transformation, Organizational Strategy, Artificial Intelligence, Technology Strategies, Organizational Change, Industrial and Organizational Psychology, Decision Making
Beginner · Course · 1 - 3 Months
Rice University
Skills you'll gain: Portfolio Management, Asset Management, Investments, Wealth Management, Financial Market, Simulation and Simulation Software, Performance Analysis, Market Trend, Financial Analysis, Risk Analysis, Financial Forecasting, Case Studies, Decision Making, Peer Review, Forecasting
Mixed · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Patient-centered Care, Health Informatics, Patient Communication, Healthcare Industry Knowledge, Health Technology, Analytics, Data Analysis, Predictive Analytics, Innovation, Big Data, Data-Driven Decision-Making, Decision Support Systems, Social Determinants Of Health, Artificial Intelligence
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Strategic Decision-Making, Decision Making, Dealing With Ambiguity, Leadership, Business Leadership, Innovation, Strategic Leadership, Adaptability, Creative Thinking, Collaboration, Critical Thinking and Problem Solving
Intermediate · Course · 1 - 4 Weeks
Stanford University
Skills you'll gain: FinTech, Payment Systems, Financial Services, Financial Market, Capital Markets, Financial Trading, Asset Management, Mobile Banking, Consumer Lending, Banking, Financial Regulation, Investment Management, Digital Assets, Risk Management, Data-Driven Decision-Making
Mixed · Course · 1 - 3 Months

Universidad de los Andes
Skills you'll gain: Asset Management, Facility Management and Maintenance, Maintainability, Capacity Management, Key Performance Indicators (KPIs), Product Lifecycle Management, Performance Measurement, Failure Analysis, Continuous Monitoring, Reliability, Decision Making, Data-Driven Decision-Making, Cost Benefit Analysis, Scheduling
Beginner · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Land Management, Legal Risk, Financial Analysis, Decision Making, Sustainability Standards, Property and Real Estate, Risk Management, Business Risk Management, Policty Analysis, Research, and Development, Lease Contracts, Environment and Resource Management, Production Process, Cash Flows
Intermediate · Course · 1 - 4 Weeks

LearnKartS
Skills you'll gain: Project Risk Management, Risk Management, Risk Mitigation, Contingency Planning, Risk Analysis, Business Risk Management, Threat Management, Stakeholder Engagement, Project Planning, Agile Methodology, Stakeholder Communications, Decision Making, Plan Execution
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Large Language Modeling, Natural Language Processing, LLM Application, Generative AI Agents, Prompt Engineering, Test Case, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), Performance Testing, Debugging, Applied Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Decision Support Systems, Performance Tuning
Intermediate · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Operational Efficiency, Peer Review, Marketing Analytics, Marketing Strategies, Data Analysis, Marketing, Performance Measurement, Operations, Strategic Decision-Making, Analysis, Business Strategies, Digital Advertising, Presentations, Problem Management, Advertising
Intermediate · Course · 1 - 3 Months