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: Database Design, Requirements Analysis, .NET Framework, ASP.NET, Relational Databases, C# (Programming Language), Database Development, Database Application, Full-Stack Web Development, Functional Requirement, Back-End Web Development, Maintainability, System Implementation, Model View Controller, Software Architecture, Data Validation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Content Performance Analysis, Web Analytics, Multimedia, Content Optimization, Web Content, Drive Engagement, Driving engagement, Digital Analysis, Marketing Analytics, Content Strategy, Content Development and Management, Analytics, Performance Analysis, Data Analysis, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Splunk, Pivot Tables And Charts, Unstructured Data, Data Visualization Software, Dashboard Creation, Data Modeling, Dashboard, Anomaly Detection, Data Wrangling, Data Transformation, Event Monitoring, Continuous Monitoring
Mixed · Course · 1 - 3 Months

Skills you'll gain: Financial Modeling, Data Storytelling, Dashboard, Management Reporting, Data Presentation, Business Reporting, Financial Forecasting, Financial Reporting, Financial Statement Analysis, Business Modeling, Financial Analysis, Advanced Analytics, Performance Reporting, Business Analysis, Data Modeling, Interactive Data Visualization, Statistical Visualization, Data Visualization, Forecasting, Automation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: User Research, Ideation, Team Building, UI/UX Research, Driving engagement, Usability Testing, Team Oriented, Product Design, User Centered Design, User Experience, Business Metrics, Product Development, Performance Measurement, Performance Metric, Product Improvement, Verification And Validation, Prioritization, UI/UX Strategy, Agile Product Development, Product Requirements
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Governance, Talent Management, Competitive Analysis, Sales Operations, Sales Management, Sales Strategy, Sales, Market Share, Sales Enablement, Solution Selling, Human Resource Strategy, Business Ethics, Sales Process, Organizational Structure, Sales Development, Workforce Planning, Specialized Sales, Workforce Development, Performance Improvement, Performance Measurement
Mixed · Course · 1 - 4 Weeks

Sage Publications
Skills you'll gain: Clinical Leadership, Leadership Studies, Organizational Leadership, Personal Attributes, Emotional Intelligence, Culture Transformation, Self-Awareness, Leadership and Management, Leadership Development, Organizational Development, Leadership, Organizational Change, Personal Integrity, Influencing, Health Administration, Health Systems, Healthcare Ethics, Health Care, Culture, Decision Making
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Composure, Empathy & Emotional Intelligence, Trustworthiness, Non-Verbal Communication, Emotional Intelligence, De-escalation Techniques, Recognizing Others, Solution Selling, Negotiation, Price Negotiation, Meditation & Breathwork, Interpersonal Communications, Analysis, Stress Management, Self-Awareness, Value Propositions, Analytical Skills, Adaptability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Root Cause Analysis, Corrective and Preventive Action (CAPA), Performance Metric, Performance Analysis, Performance Improvement, Process Improvement and Optimization, Performance Measurement, Procedure Development, Critical Thinking and Problem Solving
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Financial Forecasting, Revenue Forecasting, Power BI, Model Evaluation, Marketing Budgets, Predictive Modeling, Forecasting, Budget Management, Data-Driven Decision-Making, Case Studies, Interactive Data Visualization, Verification And Validation, Variance Analysis, Business Modeling, Business Intelligence
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Shiny (R Package), Cloud Deployment, Interactive Data Visualization, Data Visualization, Cloud Applications, Performance Tuning, Dashboard Creation, R (Software), Web Applications, Application Development, Frontend Performance, R Programming, Event-Driven Programming, Dashboard, Exploratory Data Analysis, Driving engagement, UI Components, User Interface (UI) Design, Data Analysis, File I/O
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Responsible AI, Google Cloud Platform, Generative AI Agents, Generative Model Architectures, Generative AI, AI Security, AI Enablement, Cloud Management, AI Product Strategy, Cloud Infrastructure, Cloud Solutions, Decision Intelligence, AI literacy, Cloud Platforms, Model Deployment, Innovation
Beginner · Course · 1 - 3 Months