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: Predictive Modeling, Model Evaluation, Data Visualization, Statistical Analysis, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Data Mining, Advanced Analytics, Statistical Modeling, Risk Modeling, R (Software), R Programming, Data Preprocessing, Data Cleansing, Transaction Processing, Unsupervised Learning, Model Training, Model Optimization, Machine Learning
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Box Plots, Performance Analysis, Team Performance Management, Collaborative Software, Performance Metric, Performance Measurement, Collaboration, Statistical Visualization, Data-Driven Decision-Making, Analysis, Data Storytelling, Report Writing, Key Performance Indicators (KPIs), Business Metrics, Test Tools, Virtual Teams, Communication Systems
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Persona Development, Customer Analysis, Customer Insights, Marketing Analytics, Customer Retention, Customer Data Management, Data-Driven Marketing, Data Storytelling, Target Audience, Market Research, Revenue Management, Marketing Effectiveness, Pivot Tables And Charts, Marketing Strategies, Data Presentation, Strategic Marketing, Business Analytics, Data-Driven Decision-Making, Data Analysis, Return On Investment
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Market Research, Data-Driven Marketing, Marketing Automation, Market Intelligence, Marketing Strategies, Marketing Operations, Competitive Intelligence, Decision Intelligence, Customer Insights, Marketing Planning, Campaign Planning, AI Integrations, Competitive Analysis, Research Reports, Model Evaluation, Data Synthesis, Trend Analysis, Cost Benefit Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Statistical Reporting, Data Analysis, Predictive Analytics, Plot (Graphics), Business Analysis, Correlation Analysis, Statistical Methods, Case Studies, Data Visualization, Statistical Software, Statistical Modeling, Data Validation
Beginner · Course · 1 - 4 Weeks

Creo Incubator
Skills you'll gain: Proposal Writing, Proposal Development, Change Management, Influencing, Leadership, Stakeholder Analysis, Stakeholder Engagement, Stakeholder Communications, Stakeholder Management, Business Priorities, Business Leadership, Organizational Change, Strategic Decision-Making, Persuasive Communication, Presentations, Constructive Feedback, Strategic Communication, Overcoming Objections
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Git (Version Control System), GitHub, Version Control, CI/CD, DevOps, Debugging, Continuous Integration, Continuous Deployment, Infrastructure as Code (IaC), Continuous Delivery, Development Environment, File Management, Continuous Monitoring
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Splunk, Lightweight Directory Access Protocols, System Monitoring, Scripting, Dashboard, Data Maintenance, Dashboard Creation, Business Intelligence, Scatter Plots, Pivot Tables And Charts, Servers, Data-Driven Decision-Making, Software Installation, Role-Based Access Control (RBAC), Dataflow, Data Pipelines, Authentications, Unstructured Data, Data Visualization Software, Data Visualization
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Interactive Data Visualization, Tableau Software, Data Storytelling, Data Visualization Software, Geospatial Information and Technology, Spatial Data Analysis, Dashboard, Time Series Analysis and Forecasting, Advanced Analytics, R Programming, Business Intelligence, Data Mapping, Data Modeling, Performance Reporting, Key Performance Indicators (KPIs), Operational Performance Management, Python Programming, Interaction Design, Requirements Elicitation, Version Control
Intermediate · Course · 1 - 4 Weeks

Braze
Skills you'll gain: Email Marketing, Marketing Automation, Email Automation, A/B Testing, Target Audience, Campaign Management, Data-Driven Marketing, Content Performance Analysis, Customer Retention, Marketing Strategy and Techniques, Brand Marketing, Advertising Campaigns, AI Personalization, Cross-Channel Marketing, Digital Marketing, Marketing, Customer Engagement, Customer Communications Management, Regulatory Compliance, Analytics
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Retail Banking, Banking Services, Banking, Payment Systems, Mortgage Loans, Credit/Debit Card Processing, Lending and Underwriting, Consumer Lending, Fraud detection, Payment Processing, Merchant Services, Loans, Deposit Accounts, Financial Services, Credit Risk, Financial Systems, Business Mathematics, Financial Regulation, Payment Processing and Collection, Risk Control
★ 4.9 (10) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Application Deployment, Azure DevOps, Cloud Deployment, Continuous Deployment, Git (Version Control System), Version Control, Microsoft Azure, Release Management, IT Automation, Code Review
Intermediate · Course · 1 - 4 Weeks