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: Azure DevOps, DevOps, Agile Methodology, Continuous Delivery, Collaborative Software, Process Driven Development, Microsoft Azure, Continuous Integration, Application Performance Management, Version Control
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Software Testing, Risk Analysis, Code Coverage, Test Case, Unit Testing, Test Engineering, Application Programming Interface (API), Risk Management, Integration Testing, Software Quality Assurance
Advanced · Course · 1 - 4 Weeks
Skills you'll gain: Google Gemini, Workforce Planning, Anthropic Claude, Human Resources, Artificial Intelligence, Human Resource Strategy, Forecasting, Mitigation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Continuous Deployment, Application Deployment, CI/CD, Kubernetes, Version Control, Git (Version Control System), Containerization, Google Cloud Platform
Advanced · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Data Mining, Metadata Management, Data-Driven Decision-Making, Google Cloud Platform, Data Dictionary, Data Mapping, Big Data, Taxonomy
Beginner · Project · Less Than 2 Hours

Arizona State University
Skills you'll gain: Computational Thinking, Data Strategy, Unstructured Data, Data Access, Data Literacy, Data Analysis, Data Management, Data-Driven Decision-Making, Data Collection
Beginner · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Ethics, Ethical Standards And Conduct, Generative AI, Artificial Intelligence, Compliance Auditing, Google Cloud Platform, Business Ethics, Governance, Accountability, Decision Making
Beginner · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Blockchain, Business Leadership, FinTech, Supply Chain Management, Emerging Technologies, Business, Legal Risk, Business Planning, Regulatory Compliance, Health Technology, Digital Assets, Governance, Payment Systems, Distributed Computing, Cloud Computing, Financial Services, Cryptography, Cloud Computing Architecture, Artificial Intelligence, Computer Engineering
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Version Control, Unity Engine, GitHub, Bitbucket, Git (Version Control System), Android Development, C# (Programming Language), Android (Operating System), Game Design, Mobile Development, Scripting, Scripting Languages, 3D Assets, Video Game Development, Animation and Game Design, User Interface (UI) Design, Computer Graphics, Application Development, Cross Platform Development, User Interface (UI)
Beginner · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Code Review, GitHub, Git (Version Control System), Version Control, Docker (Software), Software Development Tools, Continuous Integration, Containerization, Bioinformatics, Informatics, Automation, Data Analysis, R Programming
Advanced · Course · 1 - 3 Months

Skills you'll gain: Git (Version Control System), Selenium (Software), Version Control, GitHub, Jenkins, Continuous Integration, CI/CD, Test Automation, Browser Compatibility, Test Data, Java, SQL, MySQL
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Continuous Improvement Process, Process Improvement, Risk Management, Performance Measurement, Quality Management, Process Analysis, Performance Management, Project Management, Process Optimization, Verification And Validation, Requirements Analysis, Project Planning, Root Cause Analysis
Mixed · Course · 1 - 4 Weeks