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 Michigan
Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Image Analysis, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms
Intermediate · Course · 1 - 4 Weeks

Yunus Social Business Fund Bengaluru
Skills you'll gain: Financial Market, Decision Making, Finance, Business Valuation, Capital Markets, Return On Investment, Financial Acumen, Equities, Securities (Finance), Corporate Finance, Financial Analysis, Financial Management, Market Data, General Finance, Investments, Risk Analysis, Financial Data, Social Impact, Cash Flows
Beginner · Course · 1 - 3 Months

Fundação Instituto de Administração
Skills you'll gain: Culture Transformation, Business Transformation, Communication Planning, Employee Engagement, Delegation Skills, Stakeholder Engagement, Stakeholder Communications, Corporate Communications, Process Management, Business Communication, Strategic Communication, Employee Coaching, Drive Engagement, Professional Development, Mentorship, Process Improvement, Leadership, Lifelong Learning, Digital Transformation, Team Leadership
Beginner · Specialization · 3 - 6 Months

Simplilearn
Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, LangChain, Retrieval-Augmented Generation, Generative AI, AI Workflows, LLM Application, Large Language Modeling, OpenAI API, Data Synthesis
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: AI Enablement, Workforce Management, Human Resources Management and Planning, Human Resource Strategy, Workforce Development, Workforce Planning, Responsible AI, Resource Management, Performance Improvement, Employee Performance Management, Strategic Decision-Making, Data-Driven Decision-Making, AI Integrations, Process Optimization, Strategic Planning, Business Ethics, Ethical Standards And Conduct
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Press Releases, Public Relations, Strategic Communication, Communication Planning, Media Relations, Social Media, Target Audience, Journalism, Writing, Strategic Decision-Making, Driving engagement, Brand Strategy, Storytelling, Branding
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Waterfall Methodology, Kanban Principles, Agile Methodology, Project Planning, Project Management Life Cycle, Agile Project Management, Sprint Planning, Project Management, Project Estimation, Project Scoping, Project Schedules, Workflow Management, Timelines, Scheduling, Scope Management, Backlogs, Work Breakdown Structure, Risk Management, Stakeholder Management, Resource Management
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Unilever
Skills you'll gain: Data Governance, Data Storytelling, Data Presentation, Data Literacy, Presentations, Data Visualization, Supply Chain, Data Management, Supply Chain Management, Data Analysis, Data Analysis Software, Analytics, Data Visualization Software, Data Quality, Data Compilation, Analytical Skills, Data Cleansing, Data Synthesis, Risk Management, Problem Solving
Beginner · Course · 1 - 3 Months

Scrum Alliance
Skills you'll gain: Prompt Engineering, User Story, Responsible AI, Business Metrics, Agile Product Development, Performance Metric, Performance Measurement, Prompt Engineering Tools, Data-Driven Decision-Making, Data Storytelling, Key Performance Indicators (KPIs), Team Building, AI Workflows, Technical Communication, Product Planning, Brainstorming, AI powered creativity, Agile Project Management, Agile Methodology, Project Management
Beginner · Specialization · 3 - 6 Months

IIMA - IIM Ahmedabad
Skills you'll gain: Digital Transformation, Innovation, Business Transformation, Organizational Strategy, Artificial Intelligence, Organizational Development, digital literacy, AI literacy, Behavioral Economics, Computational Thinking, Decision Making, Empathy & Emotional Intelligence
Beginner · Course · 1 - 3 Months

Macquarie University
Skills you'll gain: Adaptability, Business Correspondence, Web Presence, Business Writing, Business Communication, Professional Development, Writing, Digital Brand Strategy, Communication, Proactivity, Personal Development, Professional Networking, digital literacy, Planning, Self-Awareness, Crisis Management, Design Thinking, Branding, Creative Thinking, General Networking
Mixed · Course · 1 - 3 Months

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Diversity Training, Intercultural Competence, Organizational Change, Diversity Equity and Inclusion Initiatives, Cognitive flexibility, Adaptability, Workplace inclusivity, Diversity and Inclusion, Culture Transformation, Open Mindset, Cultural Responsiveness, Organizational Development, Cultural Diversity, Diversity Awareness, Cultural Sensitivity, Diversity Programs, Recognizing Others, Workforce Development, Employee Training, Safety Culture
Beginner · Course · 1 - 4 Weeks