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.

Pearson
Skills you'll gain: Entrepreneurship, Organizational Structure, New Business Development, Business Development, Business Strategy, Global Marketing, Leadership, Business Management, Corporate Strategy, Business Planning, Competitive Analysis, Market Opportunities, Strategic Decision-Making, Business Risk Management, Market Dynamics, Decision Making, Innovation, Risk Analysis
Beginner · Course · 1 - 4 Weeks

S.P. Jain Institute of Management and Research
Skills you'll gain: Consumer Behaviour, Marketing Psychology, Surveys, Qualitative Research, Market Research, Marketing, Customer Analysis, Business-To-Consumer, Customer Insights, Behavioral Economics, Marketing Strategies, Research, Research Methodologies, Research Design, Digital Transformation, Business Ethics, Decision Making, Persuasive Communication, Influencing, Sociology
Beginner · Course · 1 - 3 Months

Meta
Skills you'll gain: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Presentation, Data Collection, Data Governance, Bayesian Statistics, Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Performance Metric, Information Privacy, Pandas (Python Package), Data Analysis, Data Visualization Software, Spreadsheet Software, Analytics, SQL, Python Programming
★ 4.7 (1.9K) · Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Agentic Workflows, Agentic systems, AI Orchestration, AI Workflows, LLM Application, Generative AI Agents, Workflow Management, AI Enablement, Business Workflow Analysis, Large Language Modeling, Decision Intelligence, Business Process Automation, Generative Model Architectures, Artificial Intelligence, Enterprise Application Management, Decision Making
Beginner · Course · 1 - 4 Weeks

University of Alberta
Skills you'll gain: Reinforcement Learning, Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Agentic systems, Markov Model, Decision Intelligence, Algorithms
★ 4.8 (2.9K) · Intermediate · Course · 1 - 3 Months
University of California, Davis
Skills you'll gain: Sensory Systems Analysis, Aesthetics, Decision Making, Food Quality Assurance And Control, Failure Analysis, Oral Expression, Cognitive flexibility, Analysis, Critical Thinking, Verbal Communication Skills, Analytical Skills, Writing, Physiology, Detail Oriented, Microbiology, Dealing With Ambiguity, Chemistry
Beginner · Specialization · 3 - 6 Months

Chegg Skills
Skills you'll gain: Constructive Feedback, Professional Networking, Active Listening, Employee Coaching, Trustworthiness, Talent Acquisition, Non-Verbal Communication, Talent Recruitment, Leadership Development, Team Leadership, Leadership, Collaboration, Business Communication, People Management, Team Management, Conflict Management, Recognizing Others, Communication, Problem Solving, Decision Making
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Financial Forecasting, Forecasting, Demand Planning, Revenue Forecasting, Financial Data, Trend Analysis, Financial Modeling, Time Series Analysis and Forecasting, Contingency Planning, Responsible AI, Budgeting, Data-Driven Decision-Making, Advanced Analytics, Predictive Analytics, Decision Intelligence, Financial Analysis, Prompt Engineering, Financial Planning, Decision Support Systems, Performance Stress Testing
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Docs, Gmail, Google Sheets, Google Workspace, Presentations, Calendar Management, File Management, Spreadsheet Software, Productivity Software, Email Security, Email Automation, Collaborative Software, Excel Formulas, Data Visualization, Document Management, Data Validation, Setting Appointments, Meeting Facilitation, Sales Presentations, Version Control
★ 4.7 (3.2K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Data Analysis Expressions (DAX), Power BI, Data Visualization, Key Performance Indicators (KPIs), Data Transformation, Dashboard Creation, Presentations, Data Synthesis, Usability Testing, Microsoft PowerPoint, Star Schema, Data Integration, Business Intelligence Software, Microsoft Excel, Usability, Business Intelligence, Data Cleansing
★ 4.6 (1.9K) · Beginner · Specialization · 3 - 6 Months

John Wiley & Sons
Skills you'll gain: Financial Statement Analysis, Financial Statements, Business Planning, Business Modeling, Financial Forecasting, Strategic Decision-Making, Corporate Strategy, Budgeting, Strategic Thinking, Financial Acumen, Business Strategies, Financial Analysis, Business Acumen, Business Strategy, Financial Reporting, Income Statement, Financial Planning, Strategic Planning, Financial Modeling, Business Marketing
Intermediate · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Constructive Feedback, Customer Service, Service Level, Team Performance Management, Service Management, Team Oriented, Customer Support, Management Reporting, Customer experience improvement, Service Improvement, Team Building, Performance Reporting, Business Reporting, Team Management, Customer Success Management, Employee Onboarding, Peer Review, Drive Engagement, Data Analysis, Business Communication
Beginner · Course · 1 - 3 Months