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: Data Cleansing, Data Quality, Clinical Data Management, Health Informatics, Patient Safety, Data Wrangling, Data Transformation, Data Preprocessing, Exploratory Data Analysis, Data-Driven Decision-Making, Descriptive Statistics, Analysis, Statistical Analysis, Statistical Methods, Data Visualization, Microsoft Excel, Anomaly Detection
Beginner · Course · 1 - 4 Weeks

Real Madrid Graduate School Universidad Europea
Skills you'll gain: Data Integration, Interactive Data Visualization, Data Synthesis, Analysis, Data Literacy, Statistical Visualization, Case Studies, People Analytics, Media and Communications, Analytical Skills, Forecasting, Report Writing, Databases, Applied Machine Learning, Relational Databases, Innovation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Derivatives, Futures Exchange, Portfolio Risk, Risk Management, Financial Services, Commercial Banking, Asset Management, Banking, Risk Mitigation, Risk Analysis, Portfolio Management, Financial Analysis, Balance Sheet, Gap Analysis
★ 5 (16) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Value Propositions, Smart Goals, Marketing, Target Audience, Marketing Planning, Marketing Strategies, Marketing Strategy and Techniques, Role-Based Access Control (RBAC), Goal Setting, Project Management, Competitive Analysis, Collaborative Software, Identity and Access Management, Document Management, Project Management Software, Project Documentation, Marketing Analytics, Project Management Life Cycle, Digital Marketing, Business Communication
Beginner · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Data Storytelling, Data Presentation, Analytical Skills, Data Analysis, Business Research, Data Literacy, Analysis, Critical Thinking, Data Strategy, Data-Driven Decision-Making, Presentations, Problem Solving, Persuasive Communication
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data-Driven Decision-Making, Financial Data, Case Studies, Analytics, Financial Services, Business Analytics, SAP Analytics Cloud, Banking, Data Ethics, Accounting and Finance Software, Financial Analysis, Big Data, Risking, Trend Analysis, Fraud detection, Law, Regulation, and Compliance, Business Ethics, Data Visualization Software, Program Implementation, Customer experience improvement
Beginner · Course · 1 - 4 Weeks

HubSpot Academy
Skills you'll gain: HubSpot CRM, Data Visualization, Data-Driven Decision-Making, Customer Relationship Management (CRM) Software, Dashboard, Business Analytics, Customer Relationship Management, Business Reporting, Forecasting, Content Performance Analysis, Key Performance Indicators (KPIs), Sales, Sales Management, Sales Process, Customer Engagement, Performance Reporting, Customer Insights, Goal Setting, Customer Data Management
Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Data Storage Technologies, Probability & Statistics, Statistics, Data Store, Mathematical Software, Data Storage, Data Access, Database Software, Data Manipulation, Data Transformation, Model Evaluation
Intermediate · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: GitHub Copilot, Version Control, Collaborative Software, GitHub, Software Documentation, R Programming, Debugging, Software Installation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Financial Data, Financial Analysis, Analytics, Data Preprocessing
Intermediate · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Supply Chain, Strategic Sourcing, Supply Chain Management, Procurement, Logistics, Logistics Management, Supply Chain Planning, Supply Management, Transportation, Supply Chain, and Logistics, Supply Chain Systems, Supplier Risk Management, Supplier Management, Corporate Sustainability, Risk Management, Decision Making, Risk Mitigation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Algorithms, Computer Programming, Data Structures, Computational Thinking, Theoretical Computer Science
Intermediate · Course · 1 - 3 Months