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: Business Ethics, Responsible AI, AI Security, Data Ethics, Ethical Standards And Conduct, Intellectual Property, Personally Identifiable Information, Stakeholder Engagement, Diversity Equity and Inclusion Initiatives, Information Privacy
Intermediate · Course · 1 - 3 Months
Coursera
Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Classification Algorithms, Model Deployment, Machine Learning Software, Applied Machine Learning, Maintainability, Machine Learning Algorithms, Java, Software Design Patterns, Logistic Regression, Business Metrics, Benchmarking, Matrix Management, Business
Intermediate · 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: 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

Skills you'll gain: Investments, Investment Management, Securities (Finance), Return On Investment, Portfolio Management, Wealth Management, Financial Analysis, Financial Market, Portfolio Risk, Fund Accounting, Credit Risk, Asset Management, Market Liquidity, Risk Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Splunk, Anomaly Detection, Dashboard Creation, Statistical Reporting, Real Time Data, Data Analysis, Data Visualization Software, System Configuration, Analytical Skills, Data Processing, Data Cleansing, Distributed Computing, Data Import/Export, Configuration Management
Beginner · Course · 1 - 4 Weeks

Sage Publications
Skills you'll gain: Social Media Strategy, Digital Media Strategy, Paid media, Social Media Marketing, Social Media, Social Media Management, Social Media Content, Service Recovery, Social Media Analytics, Marketing Communications, Digital Marketing, Employee Engagement, Earned Media, Marketing, Consumer Behaviour, Customer Complaint Resolution, Brand Management, Brand Loyalty, Drive Engagement, Content Creation
Beginner · Course · 3 - 6 Months

Coursera
Skills you'll gain: Email Marketing, Campaign Management, Data-Driven Marketing, Marketing Analytics, Microsoft Excel, Driving engagement, Trend Analysis, Data-Driven Decision-Making, Customer Engagement
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Angular, Mobile Development, Verification And Validation, Frontend Integration, Service Design, Front-End Web Development, UI Components, Data Validation, Service Oriented Architecture, JavaScript Frameworks, Business Logic
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Site Reliability Engineering, Safety Culture, Culture Transformation, Continuous Delivery, DevOps, Service Level, Service Level Agreement, Continuous Integration, CI/CD, Performance Measurement, Performance Metric, Continuous Monitoring, Design Thinking, Team Building, Data-Driven Decision-Making
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Email Marketing, Data-Driven Marketing, Gap Analysis, Marketing Analytics, Performance Analysis, Microsoft Excel, Campaign Management, Excel Formulas, Data-Driven Decision-Making, Performance Measurement, Variance Analysis, Performance Improvement, Performance Reporting, Correlation Analysis
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Data-Driven Marketing, Email Marketing, A/B Testing, Campaign Management, Performance Analysis, Data-Driven Decision-Making, Email Automation, Test Planning
Beginner · Course · 1 - 4 Weeks