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 Colorado Boulder
Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Generative AI, Financial Statement Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Sampling (Statistics), Failure Analysis, Data Ethics, Goal Setting, Database Design, Data Visualization, Supervised Learning
Degree · 1 - 4 Years
University of Virginia
Skills you'll gain: Revenue Management, Global Marketing, Consumer Behaviour, Marketing Psychology, Customer Insights, Customer Analysis, Case Studies, Market Research, Behavioral Economics, Decision Making, Analysis
★ 4.8 (378) · Beginner · Course · 1 - 4 Weeks

Kennesaw State University
Skills you'll gain: LinkedIn, Professional Networking, Professional Development, Interviewing Skills, Mentorship, Social Media, Rapport Building, Social Media Strategy, Business Research, Relationship Building, Professionalism, Business Correspondence, People Development, Business Writing, Relationship Management, Strategic Communication, Communication, Decision Making, Habit Formation, Leadership
★ 4.6 (1.7K) · Beginner · Specialization · 3 - 6 Months

The University of North Carolina at Chapel Hill
Skills you'll gain: Data Sharing, Data Management, Data Storage, File Management, Data Security, Metadata Management, Data Integrity, Data Ethics, Data Access, Version Control
★ 4.7 (749) · Mixed · Course · 1 - 3 Months

The Linux Foundation
Skills you'll gain: Package and Software Management, Open Source Technology, Git (Version Control System), Linux, Command-Line Interface, Bash (Scripting Language), File Systems, GitHub, Linux Administration, Version Control, Linux Commands, User Accounts, CI/CD, Unix Commands, Shell Script, grep, Continuous Integration, Operating System Administration, Software Installation, Software Development Tools
★ 4.6 (3.1K) · Beginner · Specialization · 3 - 6 Months
Skills you'll gain: Algorithms, Bioinformatics, Graph Theory, Computational Thinking, Data Structures
★ 4.8 (1.3K) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Supervised Learning, Model Optimization, PyTorch (Machine Learning Library), Fine-tuning, Generative Model Architectures, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Generative AI, Deep Learning, Model Training, Applied Machine Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Autoencoders, Machine Learning Methods, Machine Learning Software, Machine Learning, MLOps (Machine Learning Operations), Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Specialization · 3 - 6 Months

EDHEC Business School
Skills you'll gain: Systems Thinking, Strategic Thinking, Forecasting, Strategic Decision-Making, Stakeholder Engagement, Organizational Strategy, Business Transformation, Trend Analysis, Innovation, Decision Making, Creativity
★ 4.9 (257) · Intermediate · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Business Analysis, Analytics, Data Preprocessing, Data Analysis, Data-Driven Decision-Making, Data Presentation, Python Programming
★ 4.6 (335) · Beginner · Course · 1 - 4 Weeks

Harvard Business School Online
Skills you'll gain: Value Propositions, Customer experience strategy (CX), Business Strategy, Strategic Thinking, Customer Retention, Customer Analysis, Strategic Marketing, Corporate Strategy, Customer Insights, Cost Benefit Analysis, Revenue Management, Return On Investment, Consumer Behaviour, Branding, Customer experience improvement, Supplier Relationship Management, Financial Analysis, Business Analysis, Market Dynamics, Competitive Analysis
Beginner · Course · 1 - 3 Months

Pearson
Skills you'll gain: Organizational Strategy, Organizational Structure, Strategic Leadership, Strategic Decision-Making, Business Management, Corporate Strategy, Business Strategy, Strategic Planning, Organizational Effectiveness, Plan Execution, Strategic Thinking, Corporate Sustainability, Competitive Analysis, Analysis, Accountability Frameworks
Beginner · Course · 1 - 4 Weeks

The Expert Academy
Skills you'll gain: Overcoming Objections, B2B Sales, De-escalation Techniques, Conflict Management, Enterprise Sales, Sales Presentation, Sales Strategy, Negotiation, Selling Techniques, Closing (Sales), Sales, Trustworthiness, Price Negotiation, Stakeholder Management, Behavior Management, Communication Strategies, Business Communication, Sales Prospecting, Communication, Resilience
Intermediate · Course · 1 - 3 Months