Random Forest courses can help you learn decision tree algorithms, ensemble methods, feature selection, and model evaluation techniques. You can build skills in data preprocessing, hyperparameter tuning, and interpreting model outputs. Many courses introduce tools like Python's scikit-learn and R's randomForest package, showing how these skills are applied to tasks such as classification, regression, and handling large datasets.

Packt
Skills you'll gain: File I/O, File Systems, File Management, Python Programming, System Programming, System Software, Mathematical Software, Test Data, OS Process Management, Arithmetic
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Stakeholder Engagement, Stakeholder Management, Stakeholder Communications, Risk Analysis, Stakeholder Analysis, Risk Modeling, Risk Management, Risk Management Framework, Contingency Planning, Data-Driven Decision-Making, Project Risk Management, Communication Planning, Project Planning, Quantitative Research, Simulation and Simulation Software, Expectation Management, Probability Distribution
Mixed · Course · 1 - 3 Months

Skills you'll gain: A/B Testing, Sampling (Statistics), Statistical Hypothesis Testing, Statistical Inference, Statistical Methods, Statistics, Estimation, Statistical Analysis, Analytics, Probability & Statistics, Data Analysis, Analysis, Correlation Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Portfolio Risk, Risk Analysis, Risk Modeling, Statistical Modeling, Financial Modeling, Risk Management, Derivatives, Risk Management Framework, Financial Market, Statistical Methods, Statistical Analysis, Probability, Mathematical Modeling, Regression Analysis, Probability Distribution
Mixed · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Innovation, Digital Transformation, Technology Strategies, Business Transformation, Business Leadership, Emerging Technologies, Business Technologies, Culture Transformation, Business Strategies, Technology Solutions, Product Development, Quantum computing, Blockchain, Risk Management, Social Impact, Internet Of Things, Artificial Intelligence, Case Studies
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsive Web Design, HTML and CSS, Web Design, Web Design and Development, Event-Driven Programming, UI Components, Front-End Web Development, Cascading Style Sheets (CSS), Javascript, Interactive Design, User Interface (UI) Design, Animations, User Interface (UI), Application Programming Interface (API), User Interface and User Experience (UI/UX) Design, Hypertext Markup Language (HTML), Real Time Data, Data Persistence
Intermediate · Course · 1 - 3 Months

28DIGITAL
Skills you'll gain: Spatial Analysis, Spatial Data Analysis, Model Evaluation, Statistical Methods, Statistical Hypothesis Testing, Sampling (Statistics), Feature Engineering, Dependency Analysis, Drug Interaction, Analysis, Sample Size Determination, Analytics, Applied Machine Learning, Correlation Analysis, Data Synthesis, Machine Learning, Analytical Skills, Data Processing, Machine Learning Algorithms
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Operational Risk, Risk Modeling, Credit Risk, Risk Management Framework, Portfolio Risk, Financial Market, Financial Modeling, Risk Analysis, Derivatives, Risk Management, Investment Management, Financial Management, Analysis, Portfolio Management, Statistical Methods, Probability & Statistics, Asset Management, Probability Distribution, Construction, Influencing
Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Campaign Management, Campaign Planning, Data-Driven Marketing, Advertising Campaigns, Data Storytelling, Key Performance Indicators (KPIs), Promotions and Campaigns, Marketing Strategies, Project Management Life Cycle, Performance Metric, Storytelling, Data-Driven Decision-Making, Project Closure, Plan Execution, Continuous Monitoring, Search Engine Optimization
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: iOS Development, Data Visualization Software, Interactive Data Visualization, Code Reusability, Application Development, User Interface (UI) Design, Application Design, Animation and Game Design, Web Content Accessibility Guidelines
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Verification And Validation, Sampling (Statistics), Statistical Machine Learning, Test Data, Machine Learning
Intermediate · Course · 1 - 4 Weeks
Coursera
Skills you'll gain: JUnit, MLOps (Machine Learning Operations), CI/CD, Continuous Integration, Jenkins, Test Automation, Unit Testing, Continuous Deployment, DevOps, Debugging, Code Coverage, Test Engineering, Data Pipelines, Test Data
Advanced · Course · 1 - 4 Weeks