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.
University of Illinois Urbana-Champaign
Skills you'll gain: Corporate Strategy, Financial Management, Cost Benefit Analysis, Performance Analysis, Risk Management, Tax Management, Capital Markets, Risk Analysis, Bidding
Intermediate · Specialization · 3 - 6 Months
Madecraft
Skills you'll gain: Smart Goals, Goal Setting, LinkedIn, Overcoming Obstacles, Decision Making, Self-Awareness, Professional Networking, Accountability, Growth Mindedness, Personal Development, Visionary, Interviewing Skills, Accountability Frameworks, Web Presence, Proofreading, Professional Development, Job Analysis, Storytelling, Editing, Professionalism
Beginner · Specialization · 3 - 6 Months

Pearson
Skills you'll gain: Consumer Lending, Loans, Mortgage Loans, General Lending, Financial Analysis, Credit Risk, Budget Management, Finance, Lease Contracts, Budgeting, Cost Benefit Analysis, Decision Making, Higher Education, Cost Estimation, Property and Real Estate, Purchasing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Extract, Transform, Load, Star Schema, Microsoft Power Platform, Data Analysis Expressions (DAX), Data Storytelling, Microsoft Power Automate/Flow, Dashboard Creation, Dashboard, Microsoft Excel, Excel Formulas, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Data Presentation, Power Platform Architecture & Technical Design, Spreadsheet Software, Data Modeling, Data Visualization, Data Analysis, Business Intelligence
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Stakeholder Analysis, Decision Making, Stakeholder Management, Philanthropy, Social Impact
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Supply And Demand, Economics, Market Dynamics, Behavioral Economics, Economics, Policy, and Social Studies, Social Sciences, Resource Allocation, Market Analysis, Socioeconomics, Consumer Behaviour, Decision Making, Critical Thinking
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Responsible AI, Microsoft Excel, Prompt Engineering, Analytics, Data Analysis, Presentations, Analytical Skills, Management Reporting, Spreadsheet Software, Business Analytics, Prompt Patterns, Excel Formulas, Proposal Development, Data Ethics, Business Reporting, Microsoft Copilot, Data Science, Decision Support Systems, Business Operations, Strategic Decision-Making
Beginner · Course · 1 - 3 Months

Rutgers the State University of New Jersey
Skills you'll gain: Competitive Intelligence, Demand Planning, Strategic Sourcing, Competitive Analysis, Customer Demand Planning, Data Storytelling, Procurement, Supplier Relationship Management, Supplier Risk Management, Inventory Management, Supplier Management, Supply Chain, Purchasing, Regression Analysis, Supplier Performance Management, Inventory Control, Supply Chain Management, Business Intelligence, Supply Chain Planning, Data Analysis
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Business Marketing, Consumer Behaviour, Business-To-Consumer, B2B Sales, Purchasing, Target Market, Marketing Psychology, Marketing, Customer Analysis, Enterprise Sales, Market Dynamics, Strategic Marketing, Culture, Target Audience, New Product Development, Social Sciences, Marketing Strategies, Decision Making, Organizational Structure, Procurement
Beginner · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Supply And Demand, Economics, Market Dynamics, Business Economics, Behavioral Economics, Policy Analysis, Business, Economics, Policy, and Social Studies, Business Operations, Revenue Management, Consumer Behaviour, Social Studies, Operations, Political Sciences, Social Sciences, Business Strategy, Public Policies, Competitive Analysis, Market Analysis, Socioeconomics
Beginner · Specialization · 1 - 3 Months

Sage Publications
Skills you'll gain: Strategic Marketing, Marketing Planning, Product Strategy, Campaign Planning, Marketing Management, Customer Relationship Management, Target Market, Marketing Strategies, Marketing, Consumer Behaviour, Business Strategy, Customer Relationship Building, Go To Market Strategy, Marketing Strategy and Techniques, Strategic Leadership, Environmental Social And Corporate Governance (ESG), Promotional Strategies, Strategic Decision-Making, Market Intelligence, Competitive Intelligence
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Data Wrangling, Data Compilation, Data Collection, Web Scraping, GitHub
Intermediate · Course · 1 - 3 Months