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.

Packt
Skills you'll gain: Data Wrangling, Data Mining, Classification Algorithms, Data Storage, Logistic Regression, Model Evaluation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Project Schedules, Earned Value Management, Work Breakdown Structure, Project Controls, Resource Planning, Scheduling, Performance Measurement, Project Management Software, Calendar Management, Resource Allocation, Project Risk Management, Project Management, Project Performance, Performance Metric, Performance Analysis, Project Scoping, Timelines, Project Coordination, Cost Management, Risk Management
Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Financial Forecasting, Risk Analysis, Scenario Testing, Business Metrics, Mathematical Modeling, Excel Macros, Forecasting, Risk Modeling, Excel Formulas, Financial Reporting, Business Modeling, Management Reporting, Performance Stress Testing, Business Risk Management, Data Analysis, Decision Support Systems
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Compliance Management, Portfolio Management, Investment Management, Regulatory Compliance, Financial Market, Performance Reporting, Financial Regulation, Financial Regulations, Law, Regulation, and Compliance, Client Services, Regulatory Requirements
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Transact-SQL, Server Administration, Data Sharing, Relational Databases, Database Management Systems, Query Languages
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Project Schedules, Scheduling, Project Controls, Project Planning, Timelines, Project Performance, Project Management, Project Estimation, Performance Metric, Performance Analysis, Performance Measurement, Resource Allocation, Performance Management, Network Model, Dependency Analysis, Estimation, Risk Analysis
Mixed · Course · 1 - 3 Months

Creo Incubator
Skills you'll gain: Clinical Leadership, Leadership and Management, Self-Awareness, Leadership, Teamwork, Personal Attributes, Personal Development, Initiative and Leadership, Non-Verbal Communication, Team Collaboration, Trustworthiness, Professional Development, Verbal Communication Skills, Collaboration, Executive Presence, Relationship Building, Emergency Medicine, Communication, Healthcare Ethics, Time Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, AI Security, Information Privacy, Decision Intelligence, AI literacy, Model Evaluation, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Risk Mitigation, Risk Analysis, Ethical Standards And Conduct, Risk Management, Trustworthiness, Security Strategy, Security Management, Business Risk Management, Governance, Stakeholder Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Customer Success Management, Sales Support, Salesforce, Data Visualization, Service Management, Sales Management, Customer Relationship Management, Customer Relationship Management (CRM) Software, Customer Support, Management Reporting, Dashboard, Customer Service, Knowledge Transfer, Data-Driven Decision-Making, Business Reporting
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Marketing Budgets, Correlation Analysis, Customer Analysis, Marketing Analytics, Customer Retention, Customer Insights, Statistical Methods, Advanced Analytics, Marketing Effectiveness, Statistical Hypothesis Testing, Predictive Analytics, Product Strategy, Statistical Modeling, Analytics, Customer Engagement, Statistical Analysis, Data-Driven Decision-Making, Customer Acquisition Management, Predictive Modeling, Marketing Channel
Intermediate · Course · 1 - 4 Weeks

Pragmatic AI Labs
Skills you'll gain: MySQL, MySQL Workbench, Rust (Programming Language), Data Pipelines, SQL, Relational Databases, Database Management, Query Languages, Data Maintenance, Database Software, Database Management Systems, Databases, Object-Relational Mapping, Data Engineering, Bash (Scripting Language), Data Import/Export, Data Architecture, Data Modeling, Docker (Software), Data Preprocessing
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Surveys, Market Research, Survey Creation, Data Synthesis, Business Research, Data-Driven Decision-Making, Research Reports, Customer Insights, Research Methodologies, User Feedback, Consumer Behaviour, Data Literacy, Data Storytelling, Research Design, Data Presentation, Product Strategy, Product Improvement, Data Analysis, Data Collection, Data Visualization
Intermediate · Course · 1 - 4 Weeks