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: AI Orchestration, AI Workflows, Agentic Workflows, Generative AI Agents, Agentic systems, OpenAI API, Model Deployment, OpenAI, AI Integrations, Tool Calling, LLM Application, Enterprise Application Management, OAuth, Model Context Protocol, Prompt Engineering, Performance Tuning, Real Time Data, Interoperability, Prompt Patterns, Enterprise Architecture
Intermediate · Professional Certificate · 3 - 6 Months

Board Infinity
Skills you'll gain: Vocabulary, Critical Thinking, Deductive Reasoning, Problem Solving, Grammar, Language Competency, Critical Thinking and Problem Solving, English Language, Literacy, Analytical Skills, Learning Strategies, Verbal Communication Skills, Decision Making, Communication, Time Management
Beginner · Course · 1 - 3 Months

University of London
Skills you'll gain: Team Motivation, Management Training And Development, Motivational Skills, Professional Development, Business Management, Change Management, Leadership and Management, Organizational Change, Business Transformation, Personal Development, People Development, Decision Making, Leadership Studies, Organizational Structure, Profit and Loss (P&L) Management, Goal Setting, Leadership, Coordination
Mixed · Course · 1 - 3 Months

Skills you'll gain: Key Performance Indicators (KPIs), Solution Selling, Proposal Development, Responsible AI, Regulatory Compliance, Budget Management, Productivity Software, Consultative Approaches, Consultative Selling, Performance Analysis, Performance Metric, Financial Management, Financial Data, Administrative Support, Account Management, Sales Process, Customer Relationship Management (CRM) Software, Content Management, Sales Presentations, Generative AI
Advanced · Professional Certificate · 3 - 6 Months

Skills you'll gain: Data Ethics, Financial Modeling, Responsible AI, Financial Forecasting, Financial Statements, Depreciation, Financial Statement Analysis, Financial Accounting, Law, Regulation, and Compliance, Risking, Financial Reporting, Business Ethics, Balance Sheet, AI literacy, Artificial Intelligence, Strategic Decision-Making, Data Management, Finance, Business Strategy, Business
Beginner · Specialization · 3 - 6 Months

Fundação Instituto de Administração
Skills you'll gain: Crisis Management, Integrated Marketing Communications, Decision Making, Decisiveness, Brand Management, Branding, Marketing Communications, Strategic Communication, Communication Planning, Corporate Communications, Brand Awareness, Brand Strategy, Public Relations, Communication, Communication Strategies, Management Information Systems, Marketing Management, Vulnerability, Auditing, Coordinating
Intermediate · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Fundraising, Fundraising and Crowdsourcing, Campaign Management, Direct Marketing, Advertising Mail, Campaign Planning, Data-Driven Marketing, Customer Relationship Building, Driving engagement, Target Audience, Email Marketing, Telemarketing, Events and Conferences, Event Planning, Relationship Building, Data-Driven Decision-Making, Cross-Channel Marketing, Communication Strategies
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Prompt Engineering Tools, Prompt Patterns, Vibe coding, Data Ethics, AI Workflows, Generative AI Agents, AI Personalization, Artificial Intelligence, Debugging, Ideation, Problem Solving, Automation, Code Review, Ethical Standards And Conduct, Computer Programming Tools, Productivity
Beginner · Course · 1 - 3 Months

Howard University
Skills you'll gain: Regression Analysis, Correlation Analysis, Spreadsheet Software, Business Analysis, Data-Driven Decision-Making, Data Modeling, Business Modeling, Business Analytics, Microsoft Excel, Business Solutions, Statistical Analysis, Mathematical Modeling, Data Analysis Software, Excel Formulas, Analysis, Statistical Methods, Forecasting, Data Analysis, Operations Research, Business Strategy
Intermediate · Specialization · 1 - 3 Months

University of Colorado System
Skills you'll gain: Sanitation, Cleanliness, First Aid, Food Safety and Sanitation, Environment Health And Safety, Medical Emergency, Hand Hygiene, Emergency Response, Infection Control, Vital Signs, Accident Prevention, Injury Prevention, Life Support, Cardiopulmonary Resuscitation (CPR), Decision Making, Airway Management, Patient Treatment, Patient Evaluation, Clinical Assessment
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Django (Web Framework), GitHub, Version Control, Git (Version Control System), User Experience Design, Secure Coding, User Interface (UI), Web Development, Application Security, Development Environment, Authentications, Web Applications, Integrated Development Environments, User Accounts, Authorization (Computing)
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Supply Chain Management, Supply Chain Planning, Supply Chain, Demand Planning, Supply Chain Systems, Forecasting, Customer Demand Planning, AI Enablement, Risk Mitigation, Risk Analysis, AI Integrations, Business Risk Management, Automation, Decision Intelligence, Risk Management, Business Process Automation
Beginner · Course · 1 - 4 Weeks