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: Big Data, SQL, Test Case, Apache Hadoop, Analytics, Database Design, Data Analysis, Analytical Skills, Query Languages, Databases, Relational Databases, Analysis, Database Management, Data Manipulation, Apache, Metadata Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Jenkins, CI/CD, Continuous Integration, Version Control, Git (Version Control System), Continuous Deployment, Java Programming, Java, Data Validation, Application Development, Application Design, Object Oriented Programming (OOP), Software Architecture, Data Modeling
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Campaign Planning, Campaign Management, Email Marketing, Marketing Analytics, Copywriting, Marketing Automation, Target Audience, Data-Driven Marketing, Email Automation, Program Standards, Quality Assurance, Quality Assessment, Web Analytics and SEO, Marketing Effectiveness, Brand Management, Personalized Campaigns, Digital Marketing, Marketing Communications, Market Analysis, Market Intelligence
Beginner · Course · 1 - 4 Weeks

Microsoft
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Performance Testing, Performance Stress Testing, Performance Tuning, Performance Measurement, System Configuration, Network Performance Management, Configuration Management, System Monitoring, Content Management Systems, Site Reliability Engineering, IT Infrastructure, Technical Documentation, Content Creation
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud Engineering, Cloud Infrastructure, DevOps, Software Versioning, Cloud Platforms, Cloud Computing, Cloud Storage, Software Documentation, Technical Documentation, Code Reusability, Release Management, Automation, Version Control, Software Design
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Looker (Software), Data-Driven Decision-Making, Google Cloud Platform, Analytics, Data Visualization, Data Presentation, Data Analysis, Big Data, Dashboard Creation, Data Transformation, Data Cleansing, Cloud Storage, Data Warehousing, Data Storage, SQL, Data Sharing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Apache Cassandra, Data Manipulation, Distributed Computing, Transaction Processing, NoSQL, Database Design, Query Languages, Performance Tuning, Scalability, Data Integrity, Data Management, Java, Java Programming
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Looker (Software), Data-Driven Decision-Making, Data Analysis, Dashboard, Analytics, Data Visualization Software, Dashboard Creation, Big Data, Interactive Data Visualization, Data Presentation, Google Cloud Platform, SQL, Business Intelligence, Query Languages, Cloud Storage, Data Warehousing, Data Storage Technologies, Data Storage
Beginner · Course · 1 - 3 Months

Skills you'll gain: Project Estimation, Estimation, Cost Estimation, Functional Requirement, Software Development Methodologies, Requirements Analysis, Functional Specification, Systems Analysis, Software Development Life Cycle, Project Planning, Software Development, Transaction Processing
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Unity Engine, Augmented and Virtual Reality (AR/VR), Game Design, Augmented Reality, Video Game Development, Virtual Reality, Application Deployment, DevOps, CI/CD, Collaborative Software, Build Tools, Configuration Management, C# (Programming Language), Version Control
Intermediate · Course · 1 - 4 Weeks

Universitat Politècnica de València
Intermediate · Course · 1 - 3 Months