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.

Banco Interamericano de Desarrollo
Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Data Governance, Data Collection, Process Improvement, Data Strategy, Process Mapping, Data Visualization Software, Data Management, Agile Project Management, Business Intelligence, Agile Methodology, Data Infrastructure, Information Management, Data-Driven Decision-Making, Organizational Effectiveness, Organizational Leadership, Data Literacy, Data Analysis
★ 4.7 (28) · Beginner · Specialization · 1 - 3 Months

University of Virginia
Skills you'll gain: Marketing Analytics, Marketing Effectiveness, Data-Driven Marketing, Marketing Strategies, Marketing, Customer Analysis, Data-Driven Decision-Making, Analytics, Performance Measurement, Brand Management, Regression Analysis, Consumer Behaviour, Return On Investment, A/B Testing, Statistical Methods, Statistical Analysis
Beginner · Course · 1 - 3 Months

UiPath
Skills you'll gain: Prompt Engineering, Agentic Workflows, Prompt Patterns, Agentic systems, Business Process Automation, Prompt Engineering Tools, Automation, Robotic Process Automation, Generative AI Agents, LLM Application, Responsible AI, AI Workflows, Decision Intelligence, Large Language Modeling, Artificial Intelligence, AI Security, Data Ethics
★ 4.6 (8) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, AI literacy, Smart Goals, Goal Setting, AI Personalization, Anthropic Claude, Independent Thinking, ChatGPT, Critical Thinking, Generative AI, Analytical Skills, Decision Making, Self-Awareness
Beginner · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Quantitative Research, Qualitative Research, Marketing Analytics, Market Analysis, Market Research, Survey Creation, Exploratory Data Analysis, Marketing Strategies, Sampling (Statistics), Strategic Marketing, Market Data, Data-Driven Marketing, Marketing Management, Data Collection, Market Intelligence, Business Research, Forecasting, Marketing, Strategic Decision-Making, Analysis
★ 4.6 (38) · Beginner · Specialization · 3 - 6 Months
LearnQuest
Skills you'll gain: Blockchain, Key Management, Public Key Infrastructure, Security Controls, Cryptography, Cybersecurity, Data Security, Application Security, Network Security, Security Architecture Review, IT Security Architecture, Vulnerability Assessments, Encryption, Secure Coding, Cryptographic Protocols, Distributed Denial-Of-Service (DDoS) Attacks, Public Key Cryptography Standards (PKCS), Security Testing, Vulnerability Management, Solution Design
★ 4.6 (20) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Engineering Design Process, Verification And Validation, 3D Modeling, Mechanical Design, Functional Design, Assembly Drawing, Drafting and Engineering Design, Design Software, Model Evaluation
★ 4.9 (11) · Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Commercial Laws, Mergers & Acquisitions, Business Ethics, Legal Risk, Regulation and Legal Compliance, Governance, Lawsuits, Law, Regulation, and Compliance, Litigation and Civil Justice, Civil Procedures, Case Law, Storytelling, Case Studies
★ 4.8 (6) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Lean Six Sigma, Sample Size Determination, Six Sigma Methodology, Process Improvement, Quality Improvement, Data-Driven Decision-Making, Lean Methodologies, Statistical Process Controls, Process Improvement and Optimization, Process Analysis, Lean Manufacturing, Continuous Improvement Process, Predictive Modeling, Predictive Analytics, Statistical Methods, Process Capability, Statistics, Quality Management, Statistical Analysis, Quality Monitoring
★ 5 (13) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, Data Ethics, AI powered creativity, AI literacy, AI Workflows, Decision Making, Data Security
Intermediate · Course · 1 - 3 Months

Howard University
Skills you'll gain: Regression Analysis, Data-Driven Decision-Making, Data Modeling, Business Modeling, Business Analytics, Statistical Analysis, Statistical Methods, Spreadsheet Software, Forecasting, Data Analysis, Microsoft Excel, Data Analysis Software, Predictive Analytics, Predictive Modeling, Business Strategy, Model Evaluation
★ 4.7 (7) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: File Management, Document Management, Microsoft Power Automate/Flow, Email Automation, Version Control, Microsoft Power Platform, Intranet, Automation
★ 4.5 (17) · Beginner · Guided Project · Less Than 2 Hours