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: Financial Statement Analysis, Financial Statements, Revenue Recognition, Financial Analysis, Inventory Accounting, Financial Accounting, Fixed Asset, Income Statement, Balance Sheet, Budgeting, Financial Reporting, Management Accounting, Capital Budgeting, Asset Management, Accounting, Cost Accounting, Management Reporting, Cash Flows, Generally Accepted Accounting Principles (GAAP), Accrual Accounting
Beginner · Course · 1 - 3 Months

Skills you'll gain: Git (Version Control System), Version Control, Command-Line Interface, GitLab, Collaborative Software, File Management, Software Development Tools
Beginner · Guided Project · Less Than 2 Hours

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

Skills you'll gain: Data Storytelling, Data Presentation, Customer Analysis, Customer Retention, Customer Insights, Strategic Decision-Making, Product Strategy, Data Analysis, Knowledge Transfer, Data-Driven Decision-Making, Advanced Analytics, Unsupervised Learning, Applied Machine Learning, Technical Documentation, Performance Measurement, Machine Learning Algorithms
Intermediate · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Stakeholder Engagement, Cultural Responsiveness, Community Outreach, Cultural Diversity, Diversity Awareness, Policty Analysis, Research, and Development, Policy Analysis, Social Sciences, Cultural Sensitivity, Environment and Resource Management, Land Management, Case Studies, Environmental Issue, Environmental Policy, Natural Resource Management, Water Resources, Driving engagement, Diversity Equity and Inclusion Initiatives, Environmental Resource Management, Critical Thinking
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Software Development Methodologies, Development Environment, Software Development, Application Programming Interface (API), Version Control, Software Design Patterns, JSON, Maintainability, Network Engineering, Software Development Tools, API Testing, Restful API, Data Import/Export, Git (Version Control System), Virtualization and Virtual Machines, Computer Programming Tools, Devops Tools, Extensible Languages and XML, YAML, Extensible Markup Language (XML)
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Health Equity, Team Management, Record Keeping, Medical Science and Research, Collaborative Software, Technical Management, Informatics, Healthcare Project Management, Health Informatics, Devops Tools, Clinical Research, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Clinical Trials, GitHub, Version Control, Git (Version Control System), Docker (Software)
Beginner · Course · 1 - 3 Months

The Hong Kong University of Science and Technology
Skills you'll gain: Prompt Engineering, Prompt Patterns, AI literacy, Critical Thinking, Critical Thinking and Problem Solving, Generative AI, Research, Responsible AI, Analytical Skills, Creative Thinking, Writing, Report Writing, Data Ethics, Business Writing, Creative Problem-Solving, Creativity, Personal Development, Self-Awareness, English Language, Computer Literacy
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Target Audience, Prioritization, Goal Setting, Target Market, Business Planning, Smart Goals, Business Priorities, Business Strategy, Marketing Strategies, Entrepreneurship, Marketing Channel, Revenue Management, Business Strategies, Marketing Planning, Strategic Thinking, Plan Execution, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Dashboard Creation, Kibana, Dashboard, Interactive Data Visualization, Data Presentation, Web Analytics, Data Visualization Software, Exploratory Data Analysis, Decision Support Systems, Data Analysis, Business Intelligence, Content Performance Analysis, Data Wrangling, Data Import/Export
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Variance Analysis, Cost Accounting, Management Accounting, Profit and Loss (P&L) Management, Cost Estimation, Operational Analysis, Resource Allocation, Cost Management, Performance Analysis, Decision Making
Beginner · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Sales Pipelines, Sales Enablement, Sales, Sales Process, Sales Strategy, Consultative Selling, Customer Relationship Management (CRM) Software, Stakeholder Engagement, Value Propositions, Rapport Building, Stakeholder Management, Customer Relationship Management, Stakeholder Analysis, Data-Driven Decision-Making, Cross-Channel Marketing, Relationship Building, Communication Strategies, Personalized Service
Intermediate · Course · 1 - 4 Weeks