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: Responsive Web Design, HTML and CSS, Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, GitHub, Web Design, Web Design and Development, Web Development Tools, Git (Version Control System), Browser Compatibility, Version Control, Front-End Web Development, Web Development, Application Deployment, Hypertext Markup Language (HTML), Typography
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Software, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Model Optimization, Data Manipulation, Data Visualization
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Financial Data, Data Literacy, Storytelling, Data Visualization Software, Financial Acumen, Client Services, Visual Storytelling, Process Flow Diagrams, Data Analysis, Presentations, Finance, Analysis, Diagram Design, Communication, Communication Strategies, Customer Engagement, Prompt Engineering
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Lean Methodologies, Process Optimization, Data-Driven Decision-Making, Kaizen Methodology, Process Improvement, Process Improvement and Optimization, Workflow Management, Operational Efficiency, Operational Excellence, Scaled Agile Framework, Process Mapping, Business Process, Agile Methodology, Organizational Effectiveness, Business Transformation, Agile Product Development, Continuous Improvement Process, Agile Project Management, Customer experience improvement, Cross-Functional Collaboration
Intermediate · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Email Marketing, Email Automation, AI Personalization, Personalized Campaigns, Data-Driven Marketing, Marketing Automation, Marketing Analytics, Content Performance Analysis, Responsible AI, Customer Analysis, Web Analytics, Google Analytics, Marketing Effectiveness, Customer Retention, Applied Machine Learning, Predictive Modeling, Predictive Analytics, Campaign Management, Data Ethics, ChatGPT
Advanced · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: Stakeholder Communications, Customer Analysis, Customer Insights, Product Management, Stakeholder Management, Growth Strategies, Product Development, Stakeholder Engagement, Product Improvement, New Product Development, Product Lifecycle Management, Innovation, Agile Methodology, Digital Transformation, Product Requirements, Action Oriented, Business Analytics, Business Modeling, Data-Driven Decision-Making, Product Testing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Accounting Software, Ledgers (Accounting), Accounting and Finance Software, Accounting Records, Small Business Accounting, Accounting Systems, Balancing (Ledger/Billing), Payroll Processing, Financial Statements, Payroll Systems, Accounting, Financial Statement Analysis, Cash Handling, Bookkeeping, Payroll Administration, Financial Reporting, Financial Acumen, Payroll, Standard Accounting Practices, Business Reporting
Beginner · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: Business Modeling, User Feedback, Ideation, Entrepreneurship, Market Analysis, Lean Methodologies, User Research, Data-Driven Decision-Making, Market Opportunities, Brainstorming, Business Strategy, Customer Insights, Business Planning, New Business Development, Market Research, Team Building, Business Development, Go To Market Strategy, Performance Measurement, Fundraising
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: GitHub, Version Control, Bootstrap (Front-End Framework), .NET Framework, Model View Controller, Microsoft Visual Studio, Cross Platform Development, Microsoft Development Tools, Development Environment, Authentications, Git (Version Control System), Web Applications, OAuth, C# (Programming Language), jQuery, Software Development Tools, Software Versioning, Responsive Web Design, Web Design and Development, Object-Relational Mapping
Beginner · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: GitHub, Git (Version Control System), Version Control, Collaborative Software, Software Versioning, Software Development Tools
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Brainstorming, Meeting Facilitation, Discussion Facilitation, Ideation, Creative Problem-Solving, Team Collaboration, Creative Thinking, Problem Solving, Teamwork, Collaboration, Creativity, Complex Problem Solving, Critical Thinking, Drive Engagement
Beginner · Course · 1 - 3 Months

Skills you'll gain: Bank Regulations, Operational Risk, Credit Risk, Banking, Commercial Banking, Regulatory Compliance, Risk Modeling, Risk Control, Compliance Management, Risk Management Framework, Internal Controls, Risk Management, Financial Services, Portfolio Risk, Governance Risk Management and Compliance, Lending and Underwriting, Risk Analysis, Regulatory Requirements, Enterprise Risk Management (ERM), Financial Controls
★ 5 (11) · Mixed · Course · 1 - 4 Weeks