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: Cloud Deployment, DevOps, CI/CD, Application Deployment, Development Environment, Cloud Applications, Continuous Deployment, Version Control, Continuous Integration, Amazon Web Services, Git (Version Control System), Data Persistence, Database Development, Interactive Data Visualization, Application Programming Interface (API), Real Time Data
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Content Performance Analysis, Content Strategy, Stakeholder Communications, User Experience, UI/UX Strategy, User Research, User Interface and User Experience (UI/UX) Design, Test Planning, Data-Driven Decision-Making, Web Analytics, Competitive Analysis, Writing, Editing, Quality Assessment
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Project Coordination, Project Schedules, Timelines, Microsoft Outlook, Data Visualization
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Structures, Debugging, Functional Design
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Google Cloud Platform, Customer Analysis, Marketing Analytics, Generative AI, Analytics, Advanced Analytics, Customer Insights, Data-Driven Decision-Making, Data Analysis, Predictive Modeling, Forecasting
Beginner · Course · 1 - 4 Weeks

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

Skills you'll gain: Mathematical Software, Software Installation, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Trigonometry, Programming Principles, Data Manipulation, Engineering Calculations, Linear Algebra, Scripting Languages, Data Structures
Mixed · Course · 1 - 4 Weeks

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

Skills you'll gain: Site Reliability Engineering, DevOps, Safety Culture, Culture Transformation, Change Management, Continuous Delivery, Organizational Change, Continuous Integration, Performance Measurement, Service Level, System Monitoring, Incident Management, Data-Driven Decision-Making, Automation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Lean Methodologies, Data-Driven Decision-Making, Kaizen Methodology, Process Improvement, Workflow Management, Operational Efficiency, Scaled Agile Framework, Process Mapping, Business Process, Agile Methodology, Sprint Retrospectives, Business Transformation, Business Process Modeling, Value Engineering, Agile Product Development, Continuous Improvement Process, Agile Project Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Seaborn, Plot (Graphics), Matplotlib, Exploratory Data Analysis, Data Visualization Software, Statistical Visualization, Data Storytelling, Scatter Plots, Pandas (Python Package)
Mixed · Course · 1 - 4 Weeks

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