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: Process Improvement and Optimization, Dashboard, Process Optimization, Power BI, Stakeholder Communications, Dashboard Creation, Management Reporting, Financial Data, Financial Analysis, Process Improvement, Financial Acumen, Stakeholder Engagement, Business Metrics, Data Presentation, Business Reporting, Presentations, Data-Driven Decision-Making, Performance Reporting, Business Intelligence Software, Data Integration
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: A/B Testing, Statistical Hypothesis Testing, Test Planning, Statistical Methods, Statistical Analysis, Data Literacy, Financial Analysis, Statistics, Financial Acumen, Statistical Inference, Performance Measurement, Risk Analysis, Performance Metric, Spreadsheet Software, Decision Making, Project Documentation
Mixed · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Consultative Approaches, Consultative Selling, Value Propositions, Sales Strategy, Market Opportunities, Selling Techniques, Executive Presence, Sales, Solution Selling, Regional Sales, General Sales Practices, Business Development, Stakeholder Communications, Strategic Partnership, Active Listening, Storytelling, Communication Strategies, Organizational Structure, Relationship Building
Intermediate · Course · 1 - 4 Weeks
STARWEAVER
Skills you'll gain: Medical Privacy, Interoperability, Telehealth, Regulatory Compliance, Data Security, Responsible AI, General Data Protection Regulation (GDPR), Data Integrity, Health Equity, Information Privacy, Emerging Technologies, Ethical Standards And Conduct
Beginner · Course · 1 - 3 Months

Skills you'll gain: Apache Kafka, Real Time Data, Apache Spark, Data Pipelines, PySpark, Scalability, Live Streaming, Data-Driven Decision-Making, Data Lakes, Data Integration, Data Processing, Event Monitoring, Data Transformation, JSON, Application Deployment, Event Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Commercial Banking, Banking, Retail Banking, Banking Services, Financial Inclusion, Commercial Lending, Bank Regulations, Customer Relationship Building, Customer Analysis, Consumer Lending, Financial Regulation, Customer Relationship Management, Financial Services, Financial Industry Regulatory Authorities, Case Studies, Customer Complaint Resolution, Competitive Analysis, Relationship Management, Regulatory Compliance, Technology Strategies
★ 4.9 (12) · Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Decision Making, Mitigation, Data-Driven Decision-Making, Analytical Skills, Analytics, Analysis, Critical Thinking, Continuous Improvement Process
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Sprint Retrospectives, User Story, Jira (Software), Performance Metric, Sprint Planning, Release Management, Product Roadmaps, Performance Analysis, Plan Execution, Root Cause Analysis, Journey Mapping, Project Planning, Agile Methodology, Agile Project Management, Backlogs, Continuous Improvement Process, Operational Analysis, Collaborative Software, Trend Analysis, Descriptive Analytics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Excel, Forecasting, Excel Formulas, Simulation and Simulation Software, Financial Forecasting, Simulations, Excel Macros, Business Analysis, Statistical Modeling, Pivot Tables And Charts, Spreadsheet Software, Data-Driven Decision-Making, Risk Analysis, Operational Analysis, Financial Modeling, Analysis, Business Modeling, Risk Modeling, Data Analysis, Interactive Data Visualization
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Portfolio Management, Investment Management, Wealth Management, Tax Management, Portfolio Risk, Business Risk Management, Asset Management, Investments, Private Equity, Financial Services, Cash Management, Bank Regulations, Capital Markets, Risk Management, Return On Investment, Risk Analysis, Tax Planning, Real Estate, Market Liquidity, Derivatives
Beginner · Course · 1 - 3 Months

Skills you'll gain: Variance Analysis, Production Planning, Management Accounting, Inventory Control, Inventory Management, Financial Statement Analysis, Cost Accounting, Cost Control, Profit and Loss (P&L) Management, Inventory Management System, Income Statement, Production Process, Production Management, Financial Statements, Operating Cost, Cost Benefit Analysis, Cost Management, Financial Analysis, Corporate Finance, Finance
Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Customer experience improvement, Customer experience strategy (CX), Marketing Strategies, Brand Loyalty, Return On Investment, Strategic Marketing, Marketing Planning, Marketing Budgets, Cross-Channel Marketing, Data-Driven Marketing, Marketing Channel, Go To Market Strategy, Marketing Analytics, Case Studies, Revenue Forecasting, Key Performance Indicators (KPIs), Data-Driven Decision-Making, Strategic Planning, Financial Data, Target Audience
Intermediate · Course · 1 - 4 Weeks