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: Cost Management, Project Schedules, Scope Management, Project Risk Management, Project Scoping, Earned Value Management, Project Controls, Resource Allocation, Cost Estimation, Resource Management, Requirements Management, Quality Management, Project Management Institute (PMI) Methodology, Project Management, Project Estimation, Scheduling, Risk Management, Resource Utilization, Project Management Life Cycle, Risk Analysis
Intermediate · Course · 1 - 3 Months

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

Coursera
Skills you'll gain: Data Lakes, Data Warehousing, Apache Hive, Data Pipelines, Analysis, Automation
Advanced · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Overcoming Objections, A/B Testing, Copywriting, Persuasive Communication, B2B Sales, Email Marketing, Sales Strategy, Business Writing, Sales, Communication, Selling Techniques, Data-Driven Decision-Making, Prompt Engineering, Responsible AI, Data Ethics, Performance Analysis, Business Metrics, Community Outreach, Digital Communications
Intermediate · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Git (Version Control System), GitHub, Version Control, Collaborative Software, Code Review, GitLab, Software Versioning, Software Development Tools, Software Configuration Management, Software Development, File Management, Application Development
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Financial Analysis, Portfolio Risk, Credit Risk, Financial Statement Analysis, Financial Statements, Portfolio Management, Investment Management, Risk Management, Financial Acumen, Project Finance, Business Risk Management, Financial Services, Risk Analysis, Finance, Balance Sheet, Financial Systems, Investments, Banking, Financial Planning, Market Liquidity
Mixed · Course · 1 - 4 Weeks

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

Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Optimization, Automation, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Machine Learning Methods, No-Code Development, Data Preprocessing, Scikit Learn (Machine Learning Library), Machine Learning, Model Evaluation, Applied Machine Learning, Predictive Modeling, Feature Engineering, Data-Driven Decision-Making, Machine Learning Algorithms, Artificial Intelligence, Data Quality, Scalability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Capital Budgeting, Corporate Finance, Finance, Financial Analysis, Return On Investment, Financial Management, Cost Benefit Analysis, Corporate Tax, Budgeting, Investment Management, Cash Flows, Cash Flow Forecasting
Mixed · Course · 1 - 3 Months

Skills you'll gain: Change Control, Contract Management, Strategic Leadership, Procurement, Project Coordination, Capital Budgeting, Project Management, Project Controls, Leadership, Change Orders, Strategic Sourcing, Vendor Relationship Management, Financial Analysis, Resource Management, Vendor Management, Team Leadership, Stakeholder Management, Team Management, Project Performance, Change Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Data Strategy, Infrastructure Architecture, Financial Data, Business Modeling, Data-Driven Decision-Making, Database Architecture and Administration, Return On Investment, SQL, Data Transformation, Business Planning, Data Pipelines, Strategic Prioritization, Database Design, Financial Analysis, Business Continuity, Cost Benefit Analysis, Performance Metric
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Portfolio Management, Project Portfolio Management, Portfolio Risk, Investment Management, Project Management Office (PMO), Asset Management, Program Management, Investments, Organizational Strategy, Return On Investment, Governance, Project Management, Risk Management, Project Management Institute (PMI) Methodology, Strategic Planning, Statistical Methods, Capital Markets, Correlation Analysis
Mixed · Course · 1 - 3 Months