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.

Skills you'll gain: SQL, Database Management, Query Languages, Data Analysis, Performance Tuning, Analytical Skills, Data Manipulation, Analysis
★ 4.9 (9) · Beginner · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Engineering Drawings, Mechanical Drawings, Structural Analysis, Design Specifications, Mechanical Design, Technical Drawing, Engineering Analysis, Process Flow Diagrams, Manufacturing Standards, Thermal Management, Technical Standard, Engineering Calculations, Vibrations, Simulation and Simulation Software, Materials science
★ 4.4 (46) · Intermediate · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Time Management, Goal-Oriented, Productivity, Organizational Skills, Planning, Delegation Skills, Goal Setting, Personal Development, Prioritization, Negotiation, Waste Minimization, Multitasking, Scheduling, Motivational Skills, Resource Allocation, Strategic Prioritization, Self-Awareness, Analysis, Benchmarking, Decision Making
Mixed · Course · 1 - 3 Months

O.P. Jindal Global University
Skills you'll gain: Policy Development, Policy Analysis, Research, and Development, Economics
★ 4.4 (25) · Beginner · Course · 1 - 3 Months

Creo Incubator
Skills you'll gain: Team Motivation, Team Management, Clinical Leadership, Patient Communication, Team Performance Management, Team Leadership, Constructive Feedback, Team Building, Emotional Intelligence, Healthcare Project Management, Decision Making, Communication Strategies, Conflict Management, Project Management, Leadership and Management, Leadership, Communication, Empathy, Empathy & Emotional Intelligence, Health Care
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Risk Modeling, Descriptive Statistics, Financial Modeling, Regression Analysis, Statistical Modeling, Financial Analysis, Decision Tree Learning, Credit Risk, Lending and Underwriting, Predictive Modeling, Predictive Analytics, Commercial Lending, Portfolio Management, Statistics, Portfolio Risk, Statistical Analysis, Statistical Methods, Performance Metric, Model Evaluation, Supervised Learning
Intermediate · Course · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Negotiation, Cooperation, Workplace inclusivity, Teamwork, Team Building, Conflict Management, Collaboration, Organizational Effectiveness, Leadership, Mediation, People Development, Culture Transformation, Organizational Leadership, Administration, Culture, Planning, Strategic Thinking, Sustainable Systems, Coordination, Strategic Decision-Making
★ 4.5 (75) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Quality Management, Project Closure, Team Management, Management Training And Development, Team Leadership, Project Management, Team Performance Management, Product Quality (QA/QC), Project Management Life Cycle, Data-Driven Decision-Making, Project Implementation, Quality Assessment, Quality Monitoring, Project Controls, Data Storytelling, Project Documentation, Project Risk Management, Project Performance, Continuous Improvement Process, Meeting Facilitation
★ 4.8 (32) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Supply Chain, Logistics, Supply Chain Systems, Supply Chain Management, Logistics Management, Supply Chain Planning, Supply Management, Performance Measurement, Transportation Management, Transportation Operations, Operational Efficiency, Operations Management, Inventory and Warehousing, Supplier Management, Business Operations, Operations, Sustainable Business, Inventory Management, Business, Business Administration
★ 4.7 (69) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Non-Profit Accounting, Fund Accounting, Financial Reporting, Generally Accepted Accounting Principles (GAAP), Compliance Reporting, Standard Accounting Practices, Specialized Accounting, Financial Accounting, Financial Statement Analysis, Financial Statements, Finance, Accounting, Financial Analysis, Analysis, Decision Making
★ 4.7 (14) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Data Visualization, Dashboard Creation, Power BI, Data-Driven Decision-Making, Business Intelligence, Data Presentation, Data Storytelling, Data Visualization Software, Data Transformation, Data Analysis Expressions (DAX), Data Modeling, Star Schema, Key Performance Indicators (KPIs), Data Processing, Interactive Data Visualization, Microsoft Power Platform, Microsoft Excel, Data Management, Data Analysis, Advanced Analytics
★ 4.4 (34) · Intermediate · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: IT Management, Project Risk Management, Risk Management, Risk Analysis, Project Management, AI literacy, Internal Communications, Responsible AI, Generative AI, Case Studies, Innovation, Data-Driven Decision-Making, Decision Making
★ 4.4 (7) · Beginner · Course · 1 - 4 Weeks