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.

Simplilearn
Skills you'll gain: Matplotlib, NumPy, Python Programming, Data Presentation, Pandas (Python Package), Analytical Skills, Plot (Graphics), Data Analysis, Data Visualization Software, Analysis, Data-Driven Decision-Making, Scripting, Analytics, Numerical Analysis, Data Manipulation, Graphing, Product Automation, Data Processing, Programming Principles, Data Validation
Beginner · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Robotics, Automation Engineering, Machine Controls, Internet Of Things, Control Systems, Automation, Image Analysis, Industrial Engineering, Computer Vision, Equipment Design, Mechanical Design
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: SQL, GitHub, Version Control, Git (Version Control System), MySQL, Query Languages, Jupyter, Development Environment
Beginner · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Change Management, Organizational Change, Organizational Development, Leadership and Management, Business Transformation, Business Leadership, Leadership Development, Organizational Leadership, People Management, Culture Transformation, Continuous Improvement Process, Team Performance Management, Staff Management, Overcoming Objections, Emotional Intelligence, Strategic Planning, Overcoming Obstacles, Drive Engagement, Employee Engagement
Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: React Native, Mobile Development, Responsive Web Design, Docker (Software), Azure DevOps, Restful API, Cross Platform Development, Azure DevOps Pipelines, Microservices, Containerization, User Interface and User Experience (UI/UX) Design, DevOps, ASP.NET, UI/UX Strategy, Secure Coding, iOS Development, Development Testing, Mobile Development Tools, CI/CD, Version Control
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Stakeholder Engagement, Grant Writing, Resource Allocation, Strategic Decision-Making, Grant Applications, Proposal Development, Strategic Thinking, Stakeholder Communications, Resource Management, Strategic Planning, Social Impact, Fundraising, Business Modeling, Value Propositions, Innovation, Leadership
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Stakeholder Management, Resource Allocation, Stakeholder Engagement, Change Control, Program Management, Change Management, Stakeholder Communications, Organizational Change, Resource Planning, Resource Management, Stakeholder Analysis, Governance, Program Implementation, Cost Management, Earned Value Management, Team Building, Procurement, Project Management, Project Management Institute (PMI) Methodology, Project Management Life Cycle
Beginner · Course · 1 - 4 Weeks

LearnKartS
Skills you'll gain: Workplace inclusivity, Diversity Training, Diversity and Inclusion, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Diversity Programs, Cultural Diversity, Accountability Frameworks, Workforce Development, Team Collaboration, Culture Transformation
Beginner · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Economics, Game Theory, Market Dynamics, Socioeconomics, Business Economics, Social Studies, Policy Analysis, Public Policies, Decision Making, Market Analysis, Consumer Behaviour, Supply And Demand, Analysis, Cost Benefit Analysis, Strategic Decision-Making, Competitive Analysis, Production Process, Critical Thinking, Resource Allocation
Build toward a degree
Beginner · Course · 1 - 3 Months

Digital Marketing Institute
Skills you'll gain: Marketing Budgets, Data-Driven Decision-Making, Marketing Strategies, Digital Marketing, Social Media Marketing, Marketing Channel, Data-Driven Marketing, Data Strategy, Data Ethics, Customer experience strategy (CX), Social Media Campaigns, Digital Media Strategy, Digital Marketing Campaigns, Customer Analysis, Customer experience improvement, Digital Analysis, Cross-Channel Marketing, Marketing Automation, Marketing Analytics, Strategic Thinking
Beginner · Specialization · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Stakeholder Engagement, Team Management, Team Building, Expectation Management, Project Management Institute (PMI) Methodology, Stakeholder Communications, Stakeholder Analysis, Resource Management, People Development, Relationship Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Microsoft Excel, Data Presentation, Interactive Data Visualization, Data Storytelling, Predictive Modeling, Data Visualization Software, Dashboard Creation, Data Synthesis, Spreadsheet Software, Microsoft Copilot, Excel Formulas, Data Analysis, Data-Driven Decision-Making, Forecasting, Prompt Engineering, Data Manipulation, Data Transformation
Beginner · Course · 1 - 3 Months