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: Prompt Engineering, Responsible AI, ChatGPT, Prompt Patterns, AI literacy, Prompt Engineering Tools, Large Language Modeling, AI powered creativity, Data Ethics, AI Workflows, OpenAI, LLM Application, Generative AI, Artificial Intelligence, Data Quality, Decision Intelligence, Model Evaluation, AI Personalization, Model Training, AI Security
Intermediate · Course · 3 - 6 Months

ESSEC Business School
Skills you'll gain: Meeting Facilitation, Collaboration, Organizational Skills, Cooperation, Discussion Facilitation, Team Building, Drive Engagement, Teamwork, Innovation, Conflict Management, Knowledge Transfer, Decision Making
★ 4.5 (566) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AI Product Strategy, AI Enablement, Responsible AI, Culture Transformation, Organizational Change, Generative AI, Technology Roadmaps, Business Leadership, Business Transformation, Governance, Governance Risk Management and Compliance, Operational Efficiency, Decision Intelligence, Change Management, Business Process Automation, Risking, Market Opportunities, Innovation, Organizational Structure, Risk Management
Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Business, Strategic Prioritization, Corporate Sustainability, Prioritization, Business Ethics, Drive Engagement, Sustainable Development, Adaptability, Business Priorities, Governance, Accountability, Accountability Frameworks, Workplace inclusivity, Emotional Intelligence, Open Mindset, Social Impact, Advocacy, Change Management, Strategic Decision-Making
★ 4.7 (323) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Performance Metric, Data Cleansing, Data Modeling, Analytics, Data Analysis, Data Visualization, Business Analytics, Exploratory Data Analysis, Data Quality, Data Manipulation, Generative AI, Data Collection, Data Management, Marketing
★ 4.8 (1.1K) · Beginner · Course · 1 - 3 Months
Madecraft
Skills you'll gain: Statistical Reporting, Technical Communication, Data Ethics, Data Collection, Data Science, Data Quality, Sampling (Statistics), Data Cleansing, Data Visualization, Exploratory Data Analysis, Business Analysis, Data-Driven Decision-Making, Code Reusability, Data Validation, Stakeholder Communications, Data Analysis, Analytical Skills, Stakeholder Engagement, Model Evaluation, Critical Thinking
Intermediate · Course · 1 - 4 Weeks

Alex Genadinik
Skills you'll gain: Keyword Research, Search Engine Optimization, Content Optimization, Competitive Analysis, Web Analytics and SEO, AI Enablement, Content Development and Management, Competitive Intelligence, Content Strategy, Content Performance Analysis, Benchmarking, AI Workflows, Gap Analysis, Content Creation, LLM Application, Generative AI, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks

Sage Publications
Skills you'll gain: Performance Appraisal, Performance Management, Leadership Studies, Diversity and Inclusion, Staff Management, Stakeholder Engagement, Diversity Equity and Inclusion Initiatives, Resource Allocation, Business Ethics, Resource Management, Organizational Leadership, Leadership, Leadership Development, Leadership and Management, Culture, Social Justice, Ethical Standards And Conduct, Professional Development, Educational Materials, Instructional Strategies
Beginner · Specialization · 3 - 6 Months

Duke University
Skills you'll gain: Bayesian Statistics, Statistical Hypothesis Testing, Statistical Modeling, Statistical Methods, Statistical Inference, Statistical Programming, Statistics, Statistical Analysis, Probability & Statistics, Regression Analysis, Data Analysis, R Programming, R (Software), Probability, Analysis, Data-Driven Decision-Making, Predictive Modeling, Model Evaluation, Probability Distribution
★ 3.8 (801) · Intermediate · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: AI Personalization, Model Evaluation, Machine Learning Algorithms, Machine Learning Methods, Taxonomy, Decision Support Systems, Business Metrics, Applied Machine Learning, Test Data, Machine Learning, Dimensionality Reduction, Performance Metric, Performance Testing, Spreadsheet Software, Analysis, Systems Design, Solution Design, Predictive Modeling, Microsoft Excel, Statistical Methods
★ 4.3 (833) · Intermediate · Specialization · 3 - 6 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Software Testing, Regression Testing, White-Box Testing, System Testing, Test Automation, Test Planning, Acceptance Testing, Test Engineering, Functional Testing, Test Case, Test Script Development, Test Tools, Software Quality Assurance, Verification And Validation, Unit Testing, Code Coverage, Software Quality (SQA/SQC), Integration Testing, Performance Testing, Security Testing
Intermediate · Course · 1 - 3 Months

IE Business School
Skills you'll gain: Marketing Communications, Integrated Marketing Communications, Advertising Campaigns, Advertising, Marketing, Marketing Budgets, Campaign Planning, Communication Planning, Marketing Planning, Marketing and Public Relations, Brand Strategy, Brand Management, Brand Loyalty, Branding, Marketing Management, Marketing Psychology, Campaign Management, Marketing Strategy and Techniques, Media Planning, Communication
★ 4.7 (2.5K) · Beginner · Course · 1 - 4 Weeks