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: Content Performance Analysis, Content Strategy, Stakeholder Communications, User Experience, UI/UX Strategy, User Experience Design, UI/UX Research, Content Development and Management, Design Research, Content Optimization, User Research, Stakeholder Engagement, Stakeholder Management, User Interface and User Experience (UI/UX) Design, Test Planning, Benchmarking, User Feedback, Performance Measurement, Data-Driven Decision-Making, Research Reports
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Market Trend, Technical Analysis, Trend Analysis, Financial Trading, Market Dynamics, Graphing, Verification And Validation, Market Data
Mixed · Course · 1 - 4 Weeks
Skills you'll gain: Decision Making, Business Ethics, Ethical Standards And Conduct, Strategic Decision-Making, Critical Thinking, Complex Problem Solving, Strong Work Ethic, Conflict Management, Analysis, Case Studies, Prioritization, Law, Regulation, and Compliance, Professional Development
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google App Engine, Cloud API, Firewall, Google Cloud Platform, Cloud Applications, Application Programming Interface (API), Application Deployment, Cloud Deployment, Cloud Management, Software Versioning, Application Development, Version Control
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Data Storytelling, Data Presentation, Storytelling, Interactive Data Visualization, Data Visualization, Data Literacy, Data Visualization Software, Presentations, Data-Driven Decision-Making, Persuasive Communication, Driving engagement
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Financial Forecasting, Financial Reporting, Budget Management, Variance Analysis, Financial Statements, Financial Data, Forecasting, Financial Statement Analysis, Nursing Management, Financial Acumen, Financial Management, Fiscal Management, Budgeting, Balance Sheet, Operating Budget, Data-Driven Decision-Making, Return On Investment, Initiative and Leadership, Nursing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: SPSS, SPSS (Software), Market Data, Regression Analysis, Analytics, Data Analysis, Statistical Reporting, Predictive Analytics, Technical Communication, Statistical Analysis, Data-Driven Decision-Making, Statistical Methods, Statistical Modeling, Scatter Plots, Statistical Visualization, Model Evaluation
Beginner · Course · 1 - 4 Weeks

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: Photo/Video Production and Technology, Videography, Visual Storytelling, Image Analysis, Fine-tuning
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: User Feedback, Customer Analysis, Professional Development, Customer experience improvement, Selling Techniques, Communication Strategies, Sales Process, Solution Selling, Consumer Behaviour, Business Correspondence, Customer Insights, Stakeholder Communications, Analytical Skills, Communication, Business Writing, Marketing Communications, Business Communication, Customer Engagement, Decision Making
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Team Leadership, Leadership Studies, Leadership and Management, Management Training And Development, Emotional Intelligence, Organizational Leadership, Strategic Leadership, Communication Strategies, Team Management, Empathy & Emotional Intelligence, Business Leadership, Leadership, Leadership Development, People Development, Verbal Communication Skills, Initiative and Leadership, Conflict Management, Business Ethics, Personal Attributes, Intercultural Competence
Mixed · Course · 1 - 3 Months

Simplilearn
Skills you'll gain: Reinforcement Learning, Agentic systems, Model Training, Model Optimization
Beginner · Course · 1 - 4 Weeks