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.

John Wiley & Sons
Skills you'll gain: Financial Statement Analysis, Financial Reporting, Financial Acumen, Financial Statements, Financial Analysis, Financial Accounting, Annual Reports, Business Reporting, Cash Flows, Business Planning, Accounting, Budgeting, Business Valuation, Balance Sheet, Strategic Planning, Financial Forecasting, Income Statement, Business Strategies, Generally Accepted Accounting Principles (GAAP), Auditing
Beginner · Course · 3 - 6 Months

Interactive Brokers
Skills you'll gain: Derivatives, Futures Exchange, Financial Trading, Financial Market, Risk Management, Market Analysis, Capital Markets, Risk Analysis, Investments, Equities, Market Dynamics, Profit and Loss (P&L) Management, Decision Making
★ 4.5 (278) · Intermediate · Course · 1 - 3 Months
STARWEAVER
Skills you'll gain: Prompt Engineering, AI literacy, Data Storytelling, Analytics, Generative AI, Business Analytics, Large Language Modeling, Data Analysis, Data Presentation, Business Reporting, ChatGPT, Business Analysis, Cross-Functional Collaboration, Report Writing, Exploratory Data Analysis, Data Visualization, Data Management
Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Data Storytelling, Google Sheets, Data Visualization, Statistical Visualization, Spreadsheet Software, Large Language Modeling, Data Literacy, Data Presentation, Data Visualization Software, Requirements Elicitation, LLM Application, Business Analysis, Data Analysis, Analytics, Business Requirements, Analytical Skills, Exploratory Data Analysis, Business Analytics, Data-Driven Decision-Making, Productivity Software
★ 4.8 (222) · Beginner · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Scientific Methods, Science and Research, Creative Thinking, Liberal Arts, Research, Critical Thinking, Critical Thinking and Problem Solving, Creativity, Culture, Social Sciences, Social Studies, Ancient History, Decision Making, Analysis, World History, Social Impact
★ 4.8 (2.1K) · Mixed · Course · 1 - 3 Months

Skills you'll gain: AI Product Strategy, Generative AI, Responsible AI, Decision Intelligence, Strategic Thinking, Business Strategy, Key Performance Indicators (KPIs), Technology Strategies, Performance Measurement, Business Metrics, Environmental Social And Corporate Governance (ESG), Business Priorities, Digital Transformation, Verbal Strategic Communication, Technical Communication, Competitive Intelligence, Corporate Sustainability, Strategic Prioritization, Competitive Analysis, Benchmarking
Intermediate · Course · 1 - 3 Months

American Psychological Association
Skills you'll gain: Self-Awareness, Self-Discipline, Relationship Building, Personal Development, Psychology, Relationship Management, Self-Motivation, Culture, Emotional Intelligence, Cultural Sensitivity, Behavior Management, Rapport Building, Decision Making, Goal Setting, Motivational Skills, Social Sciences, Social Studies, Sociology, Interpersonal Communications, Decision Intelligence
★ 4.7 (63) · Beginner · Specialization · 3 - 6 Months
Duke University
Skills you'll gain: Pandas (Python Package), Bash (Scripting Language), Version Control, Jupyter, Linux Commands, Git (Version Control System), Shell Script, Linux, Web Scraping, Linux Administration, Data Manipulation, MySQL, Microservices, AWS SageMaker, SQL, JSON, Command-Line Interface, Python Programming, Big Data, Data Science
★ 4.5 (485) · Beginner · Specialization · 3 - 6 Months

University of California San Diego
Skills you'll gain: Bioinformatics, Algorithms, Data Structures, Theoretical Computer Science, Precision Medicine, Data Transformation, Life Sciences
★ 4.5 (1.1K) · Intermediate · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Communication, Communication Strategies, Influencing, Verbal Communication Skills, Business Communication, Interpersonal Communications, Persuasive Communication, Writing, Writing and Editing, Motivational Skills, Business Correspondence, Empowerment, Decision Making, Collaboration, Conflict Management
★ 4.6 (171) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Web Analytics, Conversion Funnel Analysis, Google Analytics, Performance Measurement, Content Optimization, Analytics, Performance Analysis, Lead Generation, Digital Marketing, Hypertext Markup Language (HTML), Marketing Analytics, Performance Testing, Marketing Strategies, Marketing, Test Planning, Data-Driven Decision-Making, Growth Strategies
Mixed · Course · 1 - 4 Weeks

Sage Publications
Skills you'll gain: Human Resources, Human Resources Management and Planning, Diversity Equity and Inclusion Initiatives, Human Resource Strategy, Employee Engagement, Employee Retention, Diversity and Inclusion, Diversity Programs, Organizational Change, Human Resource Policies, Business Ethics, Industrial and Organizational Psychology, Employee Relations, Drive Engagement, Intercultural Competence, Human Relations Movement, Cultural Diversity, Employee Surveys, Labor Relations, Change Management
Intermediate · Course · 1 - 3 Months