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.

University of Cambridge
Skills you'll gain: Financial Acumen, Financial Controls, Variance Analysis, Financial Forecasting, Business Mathematics, Cost Benefit Analysis, Capital Budgeting, Financial Management, Financial Analysis, Budget Management, Financial Modeling, Financial Reporting, Financial Statement Analysis, Cost Estimation, Financial Statements, Return On Investment, Accounting, Budgeting, Microsoft Excel
★ 4.3 (7) · Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Sampling (Statistics), Statistical Hypothesis Testing, Data-Driven Decision-Making, Descriptive Statistics, Correlation Analysis, Data Literacy, Data Analysis, Plot (Graphics), Probability Distribution, Statistics, Statistical Visualization, Statistical Analysis, Estimation, Data Collection, Data Visualization, Risk Analysis, Statistical Software, Statistical Programming, Statistical Methods, Problem Solving
★ 4.6 (45) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Databricks, Data Lakes, Data Pipelines, Data Integration, JSON, Dashboard, SQL, Data Manipulation, Apache Spark, Dashboard Creation, Data Management, Data Transformation, Version Control
★ 4.1 (32) · Intermediate · Guided Project · Less Than 2 Hours

University of Illinois Urbana-Champaign
Skills you'll gain: Land Management, Legal Risk, Financial Analysis, Decision Making, Sustainability Standards, Property and Real Estate, Risk Management, Risk Analysis, Sustainable Systems, Policty Analysis, Research, and Development, Lease Contracts, Environment and Resource Management, Production Process, Cash Flows, Market Dynamics
★ 4.9 (7) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, Responsible AI, Data Ethics, Health Care Procedure and Regulation, AI literacy, Healthcare Industry Knowledge, Medical Privacy, Artificial Intelligence, Healthcare Ethics, Treatment Planning, Medical Imaging, Natural Language Processing, Decision Support Systems
★ 4.2 (49) · Beginner · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Responsible AI, LLM Application, Large Language Modeling, Google Cloud Platform, Model Training, MLOps (Machine Learning Operations), Fine-tuning, Model Evaluation, Version Control, Supervised Learning
★ 3.9 (36) · Beginner · Project · Less Than 2 Hours

AI CERTs
Skills you'll gain: Digital Transformation, Business Strategies, Business Process Automation, Technology Strategies, Scalability, Automation, Operational Efficiency, Innovation, Risk Management, Business Analytics, Ethical Standards And Conduct
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Diversity Marketing, Intercultural Competence, Cultural Diversity, Workplace inclusivity, Consumer Behaviour, Cultural Sensitivity, Global Marketing, Cultural Responsiveness, Diversity and Inclusion, Marketing, Marketing Channel, Advertising, Culture, Advertising Campaigns, Team Leadership, Target Market, Marketing Communications, Customer Analysis, Marketing Strategies, Communication Strategies
★ 4.1 (22) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Amazon S3, Amazon Web Services, Cloud Hosting, Version Control, Software Versioning, Web Language, Application Deployment, Cloud Storage, Web Applications, Web Design and Development, Cloud Deployment, Serverless Computing, Public Cloud, Web Presence
★ 4.5 (84) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Stakeholder Management, Resource Allocation, Stakeholder Engagement, Change Control, Program Management, Change Management, Stakeholder Communications, Organizational Change, Resource Planning, Resource Management, Stakeholder Analysis, Governance, Program Implementation, Cost Management, Earned Value Management, Team Building, Procurement, Project Management, Project Management Institute (PMI) Methodology, Project Management Life Cycle
★ 4.8 (33) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AI Product Strategy, Responsible AI, Risking, Google Gemini, Product Management, Artificial Intelligence, Product Development
★ 4.8 (35) · Intermediate · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Blockchain, Cryptography, Data Storage, Systems Architecture, Network Architecture, FinTech, Distributed Computing, Cryptographic Protocols, Programming Principles, Emerging Technologies, Computing Platforms, Scalability, Data Integrity
★ 4.7 (15) · Intermediate · Course · 1 - 3 Months