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: Customer Success Management, Salesforce, Dashboard, Sales Operations, Sales Enablement, Customer Relationship Management, Data Visualization, Customer Support, Sales Management, Customer and Client Support, Customer Service, Sales Strategy, Performance Reporting, Business Reporting, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Strategic Prioritization, Prioritization, Corporate Sustainability, Sustainable Business, Stakeholder Analysis, Needs Assessment, Key Performance Indicators (KPIs), Stakeholder Engagement, Organizational Strategy, Strategic Planning, Strategic Decision-Making, Decision Making, Professional Networking
Beginner · Course · 1 - 4 Weeks

IESE Business School
Skills you'll gain: Sustainable Business, Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Business Strategy, Sustainability Reporting, Environmental Issue, Strategic Thinking, Strategic Decision-Making, Compliance Management, Stakeholder Engagement, Consumer Behaviour
Beginner · Course · 1 - 3 Months

Skills you'll gain: Unsupervised Learning, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Exploratory Data Analysis, Deep Learning, Microsoft Azure, Data Visualization, Regression Analysis, Predictive Modeling, Data Analysis, Image Analysis, Pandas (Python Package), Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Classification And Regression Tree (CART), Data Science, MLOps (Machine Learning Operations), Machine Learning, Tensorflow, Artificial Neural Networks
Intermediate · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Big Data, Statistical Inference, Text Mining, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Sampling (Statistics), Scalability, Probability Distribution, Algorithms
Mixed · Course · 1 - 3 Months

University of Lausanne
Skills you'll gain: Balance Sheet, Income Statement, Cash Flows, Financial Accounting, Financial Statements, Accounting, Bookkeeping, Working Capital, General Accounting, Accrual Accounting, Financial Reporting, Financial Analysis, Ledgers (Accounting), Profit and Loss (P&L) Management, Accounts Payable and Receivable
Beginner · Course · 1 - 3 Months

University of Zurich
Skills you'll gain: Finance, Financial Planning, Financial Market, Investments, Financial Analysis, Blockchain, Business Ethics, Behavioral Economics, Derivatives, Decision Making, Risk Management
Beginner · Course · 1 - 3 Months
University of Virginia
Skills you'll gain: Brainstorming, Design Thinking, Ideation, Creative Thinking, Creative Problem-Solving, Innovation, Product Development, Product Design, Performance Measurement, Strategic Thinking, New Product Development, User Feedback, Product Improvement, Prioritization, Customer experience improvement, Stakeholder Engagement, Decision Making, Feasibility Studies, Collaboration, Risk Management
Beginner · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Data Analysis, Dashboard, Analytics, Amazon Web Services, Descriptive Analytics, Data Presentation, Interactive Data Visualization, Data Visualization Software, Big Data, Data-Driven Decision-Making, Cloud Computing
Beginner · Course · 1 - 4 Weeks
University of Minnesota
Skills you'll gain: Cybersecurity, Cloud Computing, Information Technology, Technology Solutions, Technology Strategies, IT Infrastructure, Data Security, Information Systems, Mobile Security, Emerging Technologies, Innovation, Business Transformation, Blockchain, Encryption, Wireless Networks, Virtualization, Scalability
Beginner · Course · 1 - 3 Months

Universidad de los Andes
Skills you'll gain: Financial Modeling, Risk Analysis, Financial Analysis, Financial Forecasting, Corporate Finance, Return On Investment, Decision Making, Financial Statements, Capital Budgeting, Balance Sheet, Income Statement, Cash Flows
Intermediate · Course · 1 - 3 Months

ESSEC Business School
Skills you'll gain: Marketing Analytics, Customer Analysis, Advanced Analytics, Business Analytics, Statistical Programming, Customer Insights, R Programming, Data-Driven Decision-Making, Data Analysis Software, Target Market, Statistical Analysis, Predictive Modeling, Customer Relationship Management, Statistical Methods, Unsupervised Learning
Mixed · Course · 1 - 3 Months