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.

Coursera
Skills you'll gain: Collaborative Software, User Feedback, Constructive Feedback, Discussion Facilitation, Technical Communication, Document Management, Decision Making, Content Strategy
Intermediate · Course · 1 - 4 Weeks

Real Madrid Graduate School Universidad Europea
Skills you'll gain: Large Language Modeling, Image Analysis, Real Time Data, LLM Application, Analytics, Computer Vision, Advanced Analytics, Applied Machine Learning, Reinforcement Learning, Machine Learning Methods, Data Analysis, Data-Driven Decision-Making, Data Integration, Analysis, Machine Learning, Automation, Data Presentation, Natural Language Processing, Supervised Learning, Innovation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Portfolio Management, Investment Management, Credit Risk, Risk Modeling, Portfolio Risk, Financial Management, Risk Analysis, Financial Market, Strategic Thinking, Risk Management Framework, Analysis, Risk Management, Strategic Decision-Making, Financial Regulation, Complex Problem Solving, Problem Solving, Time Management, Design
Mixed · 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: Data Modeling, Power BI, Data Analysis Expressions (DAX), Data Visualization Software, Plotly, Matplotlib, Data Transformation, Data Visualization, Interactive Data Visualization, Seaborn, Data Cleansing, Scatter Plots, Data Import/Export, Business Intelligence, Data Preprocessing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Data Presentation, Plotly, Matplotlib, Exploratory Data Analysis, Plot (Graphics), Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Data Analysis, Box Plots, Descriptive Statistics, Jupyter, Data Science, Anomaly Detection, Python Programming, GitHub
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Portfolio Management, Wealth Management, Investment Management, Portfolio Risk, Financial Analysis, Cash Flows, Risk Management, Investments, Financial Planning, Financial Statements, Financial Services, Asset Management, Financial Management, Equities, Risk Mitigation, Insurance, Transaction Processing, Financial Systems, Insurance Policies
Mixed · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Model Evaluation, Model Optimization, Data-Driven Decision-Making, Applied Machine Learning, A/B Testing, Statistical Machine Learning, Machine Learning Methods, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Machine Learning Algorithms, Performance Analysis, Statistical Analysis, Regulatory Requirements
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Technical Analysis, Market Trend, Trend Analysis, Financial Trading, Marketing Psychology, Financial Market, Market Analysis, Analysis, Consolidation
Mixed · Course · 1 - 4 Weeks
STARWEAVER
Skills you'll gain: Incident Management, Disaster Recovery, Site Reliability Engineering, Incident Response, Systems Architecture, System Monitoring, Business Continuity, Distributed Computing, Systems Design, System Design and Implementation, Continuous Monitoring, Network Monitoring, Load Balancing, System Implementation, Service Level
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Capital Budgeting, Return On Investment, Financial Analysis, Capital Expenditure, Financial Data, Investments, Portfolio Risk, Investment Management, Financial Modeling, Financial Forecasting, Forecasting, Data Analysis, Spreadsheet Software, Risk Analysis, Communication, Analytical Skills, Risk Management
Intermediate · Course · 1 - 4 Weeks

University of Arizona
Skills you'll gain: Customer Service, Customer Retention, Customer Relationship Management, Loyalty Programs, Customer Relationship Building, Brand Loyalty, Customer Insights, User Feedback, Customer Engagement, Customer experience strategy (CX), Customer experience improvement, Customer Analysis, Strategic Thinking, User Research, Relationship Management, Consumer Behaviour, Business Strategy, Entrepreneurship, Active Listening
Beginner · Course · 1 - 4 Weeks