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.

AI CERTs
Skills you'll gain: AI Enablement, Data-Driven Decision-Making, digital literacy, Decision Support Systems, Digital Transformation
★ 4.1 (8) · Beginner · Course · 1 - 3 Months

Fundação Instituto de Administração
Skills you'll gain: Strategic Decision-Making, Competitive Analysis, Organizational Strategy, Business Strategy, Plan Execution, Sustainable Business, Corporate Strategy, Competitive Intelligence, Strategic Thinking, Business Management, Case Studies, Corporate Sustainability, Market Analysis, Analysis, Business Analysis, Supplier Management, Supplier Relationship Management, Continuous Monitoring, Market Dynamics, Contingency Planning
★ 4.9 (34) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Large Language Modeling, ChatGPT, Generative Model Architectures, Responsible AI, AI Security, OpenAI, AI Workflows, Model Evaluation, Natural Language Processing, Artificial Intelligence, Model Deployment
★ 4.5 (16) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Pipelines, Apache Hadoop, Extract, Transform, Load, Dataflow, Data Transformation, Apache Hive, Data Strategy, Data-Driven Decision-Making, Big Data, Data Warehousing, Data Architecture, Apache Spark, Data Integration, Data Processing, Data Management, Data Analysis, Scalability
★ 4.7 (13) · Intermediate · Course · 1 - 4 Weeks

Fractal Analytics
Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Modeling, Data Visualization Software, Data Visualization, Data Transformation, Data Cleansing, Business Intelligence, Data Manipulation, Dashboard, Business Intelligence Software, Data Analysis, Dashboard Creation, Report Writing
★ 4.6 (57) · Beginner · Course · 1 - 4 Weeks

University of North Texas
Skills you'll gain: Consumer Behaviour, Marketing Planning, Strategic Marketing, Marketing Strategies, Marketing, Marketing Management, Marketing Strategy and Techniques, Market Research, Customer Analysis, Market Analysis, Market Opportunities, Business Strategy, Global Marketing, Business, Target Market, Competitive Analysis, Decision Making
★ 4.6 (18) · Beginner · Course · 1 - 4 Weeks

IESE Business School
Skills you'll gain: Delegation Skills, Management Training And Development, Prioritization, Meeting Facilitation, Professional Development, Leadership, Adaptability, Negotiation, Cooperation, Strategic Leadership, Collaboration, Team Management, Relationship Management, Decision Making, Self-Awareness, Talent Management, Diversity and Inclusion, Strategic Thinking, Diversity Awareness, Scheduling
★ 4.9 (10) · Beginner · Specialization · 1 - 3 Months

Pontificia Universidad Católica del Perú
Skills you'll gain: Behavioral Economics, Behavior Management, Experience Design, Consumer Behaviour, Economics, Social Sciences, Design and Product, Decision Making, Ethical Standards And Conduct, Business Ethics, Social Impact, Influencing
★ 5 (26) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Storytelling, Data Presentation, Customer Analysis, Data Integration, Interactive Data Visualization, Data Visualization, Data Analysis, Customer Insights, Data-Driven Decision-Making, Data Analysis Software, Trend Analysis, Customer Retention, Analytics, Business Intelligence Software
★ 4.1 (15) · Intermediate · Guided Project · Less Than 2 Hours
University of Michigan
Skills you'll gain: Exercise Science, Injury Prevention, Athletic Training, Physiology, Analytics, Data Analysis, Data-Driven Decision-Making, Applied Machine Learning, Vital Signs, Health Technology, Python Programming, Sensory Systems Analysis, Data Integration, Data Validation
★ 4.5 (46) · Intermediate · Course · 1 - 3 Months

IE Business School
Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Deductive Reasoning, Independent Thinking, AI literacy, Logical Reasoning, Analytical Skills, Generative AI, Empathy, Trend Analysis, Cognitive flexibility, Research, Lifelong Learning, Bayesian Statistics, Data Analysis, Decision Making
Beginner · Course · 1 - 4 Weeks

Meta
Skills you'll gain: Swift Programming, Apple iOS, iOS Development, User Interface and User Experience (UI/UX) Design, User Interface (UI), Git (Version Control System), User Interface (UI) Design, Version Control, Mobile Development, User Experience, Wireframing, UI Components, Application Development, Application Design, Apple software proficiency, Knowledge of Apple Software, Data Management, Software Architecture
★ 4.3 (35) · Intermediate · Course · 1 - 4 Weeks