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: Data Storytelling, Data Presentation, Generative AI, Data Ethics, Prompt Engineering, Interactive Data Visualization, Plotly, Responsible AI, Data Visualization Software, Data-Driven Decision-Making, Matplotlib, AI literacy, Seaborn, Automation
Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Talent Acquisition, Human Resources, Recruitment Strategies, Talent Recruitment, Leadership Development, Diversity Equity and Inclusion Initiatives, HR Tech, Human Resources Management and Planning, Human Resource Strategy, Leadership, Workplace inclusivity, Recruitment, Strategic Leadership, Intercultural Competence, Diversity and Inclusion, Organizational Structure, Human Resources Information System (HRIS), Human Resources Software, Cultural Diversity, Organizational Development
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Responsible AI, Data Ethics, Data Storytelling, Data Presentation, Presentations, Technical Communication, Artificial Intelligence, Stakeholder Communications, AI literacy, Storytelling, Accountability Frameworks, Ethical Standards And Conduct, Accountability, Risk Mitigation, Communication Strategies, Design, Stakeholder Analysis, Model Evaluation, Risk Management, Project Documentation
Intermediate · Course · 1 - 4 Weeks

IBM
Skills you'll gain: Data Storytelling, Data Mining, Data Science, Data-Driven Decision-Making, Big Data, Digital Transformation, Analytics, Storytelling, Regression Analysis, Apache Hadoop, Machine Learning, Deep Learning, Cloud Computing
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Team Building, Team Leadership, Team Management, Team Collaboration, Teamwork, Trustworthiness, People Management, Collaboration, Cross-Functional Team Leadership, Leadership, Cross-Functional Collaboration, Professional Development, Empathy, Conflict Management, Communication Strategies, Goal Setting, Communication, Adaptability
Beginner · Course · 1 - 4 Weeks

University of Glasgow
Skills you'll gain: Model Optimization, Applied Mathematics
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Price Negotiation, Sales Management, Sales Operations, Selling Techniques, Sales, Account Strategy, Enterprise Sales, B2B Sales, Driving engagement, Inside Sales, Training and Development, Communication Planning, Regional Sales, Customer Engagement, Marketing Automation, LinkedIn, AI Personalization, Drive Engagement, Key Performance Indicators (KPIs), Prioritization
Beginner · Specialization · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Digital Transformation, Business Transformation, Customer experience strategy (CX), Data Strategy, Organizational Development, Business Modeling, Analytics, Organizational Change, Machine Learning Software, Technology Strategies, Innovation, Machine Learning, Business Strategy, Competitive Intelligence, Workforce Development, Strategic Decision-Making, Forecasting, Competitive Analysis, Process Optimization
Beginner · Course · 1 - 3 Months

Skills you'll gain: Market Research, Business Research, Market Analysis, Marketing, Research Methodologies, Research, Demand Planning, Research Design, Consumer Behaviour, Market Trend, Customer Analysis, Forecasting, Analysis, Product Testing
Mixed · Course · 1 - 4 Weeks

Creo Incubator
Skills you'll gain: Web Presence, Independent Thinking, Decision Making, Cultural Sensitivity, Rapport Building, Cultural Responsiveness, Empathy, Adaptability, Influencing, Leadership, Professional Development, Trustworthiness, Personal Integrity, digital literacy, Ethical Standards And Conduct
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Service Level Agreement, Contract Review, Vendor Contracts, Supplier Management, Service Level, Contract Management, Supplier Risk Management, Performance Measurement, Billing & Invoicing, Risk Mitigation
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Google Cloud Platform, Kubernetes, CI/CD, DevOps, Application Deployment, Continuous Integration, Devops Tools, Test Automation, Development Testing, Containerization, Cloud Deployment, Continuous Deployment, Cloud Platforms, Release Management, Continuous Delivery, Software Development, Development Environment, System Monitoring, Version Control
Intermediate · Course · 1 - 4 Weeks