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: Model Deployment, Generative AI, Data Wrangling, Project Planning, Responsible AI, Data Preprocessing, Model Training, Generative Model Architectures, Governance, Exploratory Data Analysis, Applied Machine Learning, Large Language Modeling, Data Presentation, Machine Learning Software, Prompt Engineering, Model Evaluation, Feature Engineering, Fine-tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Technical Analysis, Market Dynamics, Economics, International Finance, Financial Analysis, Financial Data, Supply And Demand, Probability, Data Analysis, Advanced Analytics, Financial Policy, Market Data, Financial Trading, Market Trend, Statistical Analysis, Probability Distribution, Consumer Behaviour, Risk Analysis, Finance, Business
★ 4.8 (16) · Mixed · Course · 1 - 3 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Business Valuation, Corporate Finance, Financial Management, Strategic Decision-Making, Corporate Strategy, Business Strategy, Financial Analysis, Equities, Cash Flows
Beginner · Course · 1 - 3 Months

Skills you'll gain: Organizational Structure, Business Planning, Corporate Finance, Corporate Strategy, Business Administration, Digital Transformation, Business, Business Strategy, Budget Management, Franchising, Business Management, Business Economics, Business Modeling, Strategic Thinking, E-Commerce, Organizational Strategy, Economic Development, Strategic Decision-Making, Decision Making, Small Business Accounting
Mixed · Course · 1 - 3 Months
Madecraft
Skills you'll gain: Productivity, Prioritization, Time Management, Goal Setting, Action Oriented, Personal Development, Organizational Skills, Strategic Prioritization, Self-Motivation, Mental Concentration, Scheduling, Follow Through, Motivational Skills, Habit Formation, Decision Making, Compassion
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Epidemiology, Public Health, Social Determinants Of Health, Public Health and Disease Prevention, Health Disparities, Health Equity, Health Information Management and Medical Records, Demography, Health Policy, Medical History Documentation, Diversity Awareness, Record Keeping, Governance, Data Quality, Health Information Management, Data Collection, Case Studies, Civil Procedures
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Data Presentation, Trend Analysis, Data Literacy, Content Performance Analysis, Analysis, Data Analysis, Web Analytics, Data-Driven Decision-Making, Stakeholder Communications, Performance Metric, Data Management, Decision Making
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Peer Review, Technical Communication, Software Technical Review, Agile Software Development, Agile Methodology, Meeting Facilitation, Communication Planning, Communication Strategies, Decision Making, AI Product Strategy
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cost Accounting, Business Process Reengineering, Lean Manufacturing, Management Accounting, Cost Management, Operational Efficiency, Cost Reduction, Process Improvement, Continuous Improvement Process, Performance Improvement, Benchmarking, Supply Chain Management, Enterprise Resource Planning
Mixed · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Team Performance Management, Leadership and Management, AI Enablement, Strategic Leadership, Team Collaboration, AI literacy, Performance Management, Automation, Digital Communications, Constructive Feedback
Beginner · Course · 1 - 4 Weeks
Google Cloud
Skills you'll gain: Google Sheets, Google Workspace, Spreadsheet Software, Excel Formulas, Data Visualization, Data Entry, Data Management, Business Solutions, Collaborative Software, Data Sharing, Data Import/Export, Analysis, Version Control, Identity and Access Management, Editing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Sales Strategy, Lead Generation, Prospecting and Qualification, Sales Process, Sales, Sales Management, Sales Prospecting, General Sales Practices, Data-Driven Decision-Making, Inside Sales, AI Integrations, Email Automation, Workflow Management, Customer Relationship Management (CRM) Software, Case Studies, HubSpot CRM, Predictive Modeling, Automation
Intermediate · Course · 1 - 4 Weeks