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.

John Wiley & Sons
Skills you'll gain: Data Storytelling, Power BI, Data Presentation, Database Design, Data Visualization, Business Intelligence, Data Visualization Software, Database Theory, Dashboard, Data Lakes, Dashboard Creation, Databases, Pivot Tables And Charts, Data-Driven Decision-Making, Data Analysis, Microsoft Excel, Analytics, Data Modeling, Data Management, Python Programming
Beginner · Course · 3 - 6 Months
Scrum Alliance
Skills you'll gain: Responsible AI, Data Ethics, Sprint Retrospectives, Slack (Software), AI Workflows, Collaborative Software, AI literacy, Scrum (Software Development), AI Personalization, Employee Coaching, AI Enablement, Team Performance Management, Agile Methodology, Agile Project Management, Team Management, Data-Driven Decision-Making, Performance Metric, Conflict Management, Internal Communications, Natural Language Processing
Mixed · Course · 1 - 4 Weeks

Queen Mary University of London
Skills you'll gain: Mergers & Acquisitions, Due Diligence, Stakeholder Analysis, Contract Negotiation, Negotiation, Business Valuation, Consolidation, Stakeholder Management, Business Transformation, Leadership, Risk Management Framework, Business Strategy, Program Management, Strategic Decision-Making, Risk Analysis, Organizational Change, Influencing, Change Management, Continuous Integration, Culture
Intermediate · Course · 1 - 3 Months

Universidad de los Andes
Skills you'll gain: Human Development, Child Development, Health Education, Mental Health, Cultural Sensitivity, Psychology, Sociology, Social Sciences, Discussion Facilitation, Biology, Decision Intelligence
★ 4.8 (6.4K) · Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Search Engine Optimization, Search Engine Marketing, Web Analytics, Content Optimization, Keyword Research, Content Performance Analysis, Digital Analysis, Marketing Analytics, Content Strategy, Strategic Prioritization, Business Metrics, Prioritization, Content Development and Management, Competitive Analysis, Gap Analysis, Market Opportunities, Applied Machine Learning
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Data Quality, Data-Driven Marketing, Data Cleansing, Marketing Analytics, Data Validation, Data Integrity, Data Maintenance, Data Wrangling, Exploratory Data Analysis, Quality Assessment, Campaign Management, Technical Communication, Data Processing, Statistical Reporting, Data Analysis, Stakeholder Communications, Benchmarking, Business Priorities, Microsoft Excel, SQL
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Emotional Intelligence, Personal Development, Self-Awareness, Persistence, Growth Mindedness, Self-Discipline, Self-Motivation, Adaptability, Resilience, Interpersonal Communications, Overcoming Obstacles, Communication, Communication Strategies, Culture, Habit Formation, Decision Making
★ 4.7 (1K) · Beginner · Course · 1 - 3 Months

University of Washington
Skills you'll gain: Negotiation, Events and Conferences, Price Negotiation, Event Planning, Business Writing, Business Communication, Verbal Communication Skills, Planning, Oral Expression, Writing, Proposal Development, Oral Comprehension, Decision Making, Language Competency, Customer Complaint Resolution, Vocabulary
★ 4.8 (624) · Intermediate · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Probability & Statistics, Descriptive Statistics, Statistics, Data Literacy, Data Analysis, Statistical Methods, Statistical Modeling, Correlation Analysis, Statistical Analysis, Descriptive Analytics, Data Presentation, Statistical Visualization, Probability, Data-Driven Decision-Making, Regression Analysis, Probability Distribution, Graphing, Scatter Plots
★ 4.6 (1.7K) · Beginner · Course · 1 - 4 Weeks

The Expert Academy
Skills you'll gain: B2B Sales, Sales, Negotiation, Consumer Behaviour, Contract Negotiation, Sales Strategy, Rapport Building, Closing (Sales), Customer Relationship Building, Communication Strategies, Relationship Building, Communication, Sales Prospecting, Influencing, Overcoming Objections, Business Communication, Business Relationship Management, Customer Relationship Management, Collaboration, Psychology
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Electronic Medical Record System, Health Information Management and Medical Records, Electronic Medical Record, Health Informatics, Data Integrity, Data Validation, Medical Records, Data Quality, Health Information Management, Clinical Documentation, Issue Tracking, Clinical Informatics, Data Maintenance, Health Systems, Technical Communication, End User Training and Support, Patient Safety, Record Keeping, Problem Management, Technical Support
Intermediate · Course · 1 - 4 Weeks

Technical University of Munich (TUM)
Skills you'll gain: Cost Accounting, Management Accounting, Income Statement, Operating Cost, Cost Control, Corporate Accounting, Cost Estimation, Cost Management, Inventory Accounting, Cost Benefit Analysis, Profit and Loss (P&L) Management, Gross Profit, Accounting Systems, Strategic Decision-Making, Resource Allocation, Accounting, Product Assortment, Depreciation, Production Process, Financial Reporting
★ 4.7 (403) · Beginner · Specialization · 1 - 3 Months