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.

Coursera
Skills you'll gain: Brand Awareness, Looker (Software), Data Storytelling, Brand Strategy, Data Integration, Brand Management, Trend Analysis, Data-Driven Marketing, Press Releases, Competitive Intelligence, Dashboard Creation, Promotional Strategies, Case Studies, Competitive Analysis, Performance Analysis, Marketing Strategies, Market Intelligence, Gap Analysis, Market Opportunities, Data-Driven Decision-Making
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Network Performance Management, Network Troubleshooting, Performance Tuning, JSON, Video Game Development, Game Design, Network Protocols, Debugging, Secure Coding, Servers, Computer Networking, Server Side, API Design, Animation and Game Design, Authentications, General Networking, Program Development, Communication Systems, Real Time Data
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Data-Driven Marketing, Spreadsheet Software, Marketing Analytics, Pivot Tables And Charts, Trend Analysis, Marketing Budgets, Marketing Strategies, Microsoft Excel, Google Sheets, Business Reporting, Data-Driven Decision-Making, Performance Reporting, Excel Formulas, Time Series Analysis and Forecasting, Strategic Marketing, Descriptive Analytics, Performance Metric, Business Metrics, Performance Measurement, Strategic Decision-Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Strategy, Infrastructure Architecture, Financial Data, Business Modeling, Data-Driven Decision-Making, Database Architecture and Administration, Return On Investment, SQL, Data Transformation, Business Planning, Data Pipelines, Strategic Prioritization, Database Design, Financial Analysis, Business Continuity, Cost Benefit Analysis, Performance Metric
Advanced · Course · 1 - 4 Weeks

Pearson
Skills you'll gain: CI/CD, Disaster Recovery, Infrastructure as Code (IaC), Business Continuity, Continuous Deployment, Cloud Deployment, Business Continuity Planning, Cloud Management, Cloud Computing, IT Automation, Continuous Integration, Version Control, Cloud Infrastructure, Automation, Application Deployment, IT Infrastructure, Software Versioning, Configuration Management, Project Documentation, Service Recovery
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud Infrastructure, Code Reusability, IT Automation, Command-Line Interface, Multi-Cloud, Configuration Management, Development Environment, Software Installation, Maintainability, Version Control, Authentications, Scalability
Beginner · Course · 3 - 6 Months

Skills you'll gain: Salesforce, Salesforce Development, Version Control, Git (Version Control System), Culture Transformation, CI/CD, GitHub, Devops Tools, DevOps, Continuous Integration, Development Testing, Software Development Tools, Test Automation, Continuous Delivery, Application Deployment, Workflow Management, Release Management, Package and Software Management, Automation
Intermediate · Course · 3 - 6 Months

STARWEAVER
Skills you'll gain: Cyber Security Strategy, MITRE ATT&CK Framework, Cyber Operations, Cybersecurity, Incident Response, Cyber Risk, Cyber Security Assessment, Cyber Attacks, Strategic Thinking, Risk Analysis, Strategic Decision-Making, Plan Execution, Key Performance Indicators (KPIs), Performance Measurement, Business Metrics, Strategic Marketing, Campaign Management, Resilience, Campaign Planning, Coordination
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Hypertext Markup Language (HTML), Bootstrap (Front-End Framework), Web Design and Development, Development Environment, HTML and CSS, Responsive Web Design, Version Control, Cascading Style Sheets (CSS), Web Design, Front-End Web Development, Git (Version Control System), Application Deployment, Software Development Tools, Integrated Development Environments, Web Development Tools, Cloud Hosting
Beginner · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Governance, Governance Risk Management and Compliance, Financial Regulations, Financial Regulation, Business Leadership, Business Transformation, Vendor Management, Business Planning, Regulatory Requirements, Business Strategy, Vendor Relationship Management, Business Modeling, Feasibility Studies, Technology Strategies, Technology Roadmaps, Supplier Management, Merchant Services, Key Management, Payment Processing, Cryptography
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: SQL, SAS (Software), Metadata Management, Data Integrity, Data Maintenance, Query Languages, Relational Databases, Data Manipulation, Data Analysis Software, Database Management, Data Transformation, Data-Driven Decision-Making, Performance Tuning, Data Governance, Debugging, Data Wrangling, Data Analysis, Data Processing, Computational Logic, Data Management
Beginner · Specialization · 3 - 6 Months

Pragmatic AI Labs
Skills you'll gain: GitHub, Authentications, Authorization (Computing), Role-Based Access Control (RBAC), Security Controls, Data Security, Identity and Access Management, Enterprise Application Management, Multi-Factor Authentication, Security Management, Security Engineering, Version Control, Systems Administration, Collaborative Software
Beginner · Course · 1 - 4 Weeks