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.

Johns Hopkins University
Skills you'll gain: Leadership Studies, Business Ethics, Critical Thinking, Critical Thinking and Problem Solving, Organizational Leadership, Leadership Development, Team Performance Management, Team Leadership, Team Motivation, Ethical Standards And Conduct, Business Leadership, Leadership, Personal Attributes, Technical Management, Professional Development, Peer Review, Self-Awareness
★ 4.4 (16) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Employee Coaching, Management Training And Development, Team Performance Management, Strategic Leadership, Succession Planning, Leadership Development, Mentorship, Strategic Thinking, People Development, Coaching, Professional Development, People Management, Accountability, Decision Making, Performance Improvement, Goal Setting
Intermediate · Course · 1 - 4 Weeks
Knowledge Accelerators
Skills you'll gain: Power BI, Dashboard, Business Intelligence, Data Modeling, Data Import/Export, Dashboard Creation, Business Intelligence Software, Interactive Data Visualization, Data Transformation, Data Visualization Software, Data Storytelling, Pivot Tables And Charts, Datamaps, Data Sharing, Management Reporting, Geospatial Information and Technology, Data-Driven Decision-Making, Data Integration, Data Cleansing, Microsoft Teams
Beginner · Course · 1 - 3 Months

Skills you'll gain: GitHub, Git (Version Control System), Version Control, Unix Shell, Software Versioning, Linux Commands, Command-Line Interface, Software Configuration Management, Bash (Scripting Language), Devops Tools, Software Installation, Configuration Management, Collaborative Software, Code Review, File Systems, Development Environment, File Management, Web Presence, System Configuration, Software Documentation
★ 4.5 (34) · Intermediate · Specialization · 3 - 6 Months

Fundação Instituto de Administração
Skills you'll gain: Big Data, FinTech, Financial Market, Data Analysis, Digital Transformation, Data Science, Data-Driven Decision-Making, Market Dynamics, Data Sharing, Customer experience improvement
★ 4.3 (24) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Minitab, Six Sigma Methodology, Lean Six Sigma, Root Cause Analysis, Statistical Process Controls, Data Analysis Software, Statistical Software, Process Improvement and Optimization, Project Scoping, Kaizen Methodology, Quality Improvement, Data-Driven Decision-Making, Project Design, Process Improvement, Solution Design, Waste Minimization, Project Documentation, Project Management, Lean Manufacturing, Quality Assessment
★ 4.9 (7) · Beginner · Course · 3 - 6 Months

Tecnológico de Monterrey
Skills you'll gain: Leadership, Organizational Leadership, Business Leadership, Leadership and Management, Governance, Strategic Leadership, Leadership Development, Succession Planning, Organizational Development, Business Management, Business Administration, Organizational Structure, Strategic Thinking, Knowledge Transfer, Business Planning, Business Strategy, Professional Networking, Stakeholder Engagement, Business Economics, Decision Making
★ 5 (6) · Advanced · Course · 1 - 3 Months

Skills you'll gain: Working Capital, Equities, Capital Expenditure, Business Valuation, Accounts Receivable, Cash Flows, Risk Analysis
★ 4.9 (11) · Mixed · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: R Programming, R (Software), Plot (Graphics), Data Visualization, Statistical Visualization, Statistical Modeling, Data Analysis, Data Science, Statistical Analysis, Data Import/Export, Statistical Machine Learning, Machine Learning Methods, Machine Learning, Decision Tree Learning, Machine Learning Algorithms, Regression Analysis, Data Structures, Computer Programming, Computer Programming Tools, Software Development
Mixed · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Data Visualization Software, Dashboard Creation, Dashboard, Data Analysis Software, Data Analysis, Advanced Analytics, Interactive Data Visualization, Data Manipulation, Data Presentation, Data Transformation, Data Sharing, Embeddings
★ 4.9 (16) · Advanced · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Data Visualization Software, Dashboard, Dashboard Creation, Data Visualization, Interactive Data Visualization, Data Transformation, Data Presentation, Tableau Software, Data Storytelling, Data Manipulation, Exploratory Data Analysis, Data Analysis
★ 3.8 (15) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Tensorflow, Google Cloud Platform, Scripting, Data-Driven Decision-Making, Model Training, Applied Machine Learning, Machine Learning Methods, Artificial Neural Networks, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Development Environment
★ 4 (20) · Beginner · Project · Less Than 2 Hours