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.

The Expert Academy
Skills you'll gain: Delegation Skills, Conflict Management, Team Performance Management, Supervision, Constructive Feedback, Diversity and Inclusion, Change Management, Workplace inclusivity, Performance Management, Organizational Change, Team Management, Team Leadership, Leadership and Management, Team Building, Coaching, Prioritization, Decision Making, Business Communication, Employee Engagement, Communication
Intermediate · Specialization · 3 - 6 Months

IESE Business School
Skills you'll gain: Value Propositions, Brand Management, Financial Statements, Customer Analysis, Marketing, Financial Statement Analysis, Branding, Strategic Leadership, Leadership Development, Business Analytics, Income Statement, Business Analysis, Intercultural Competence, Financial Analysis, Accounting, Financial Management, Financial Acumen, Cash Management, Leadership, Finance
★ 4.8 (5.6K) · Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Influencing, Persuasive Communication, Leadership, Leadership Development, Professional Networking, Relationship Building, Public Speaking, Rapport Building, Decision Making, Communication, People Development, Tactfulness, Relationship Management, Social Skills, Trustworthiness, Independent Thinking, Organizational Structure
★ 4.8 (4.3K) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: React Native, Android Studio, Restful API, Version Control, User Research, UI/UX Research, Usability Testing, Jest (JavaScript Testing Framework), Git (Version Control System), Data Structures, Kotlin, Unix Commands, Android Jetpack, Android Development, Persona (User Experience), GitHub, Interaction Design, React.js, Code Reusability, Javascript
★ 4.6 (9.2K) · Beginner · Professional Certificate · 3 - 6 Months

Coursera
Skills you'll gain: People Analytics, Dashboard Creation, Employee Engagement, Workforce Planning, Human Resources Management and Planning, Root Cause Analysis, Data-Driven Decision-Making, Analytics, Problem Solving, Workforce Management, Employee Surveys, Generative AI, Performance Metric, Management Reporting, Talent Management, Performance Measurement, Business Metrics, Predictive Analytics, Decision Making, Employee Retention
Advanced · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Visionary, Cognitive flexibility, Brainstorming, Creative Thinking, Strategic Thinking, Open Mindset, Creative Problem-Solving, Forecasting, Ideation, Problem Solving, Overcoming Obstacles, Creativity, Innovation, Critical Thinking, Decision Making, Stress Management, Dealing With Ambiguity, Empowerment, Trend Analysis
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Employee Engagement, Employee Surveys, People Analytics, Data Storytelling, Data Literacy, AI literacy, Stakeholder Engagement, Report Writing, Human Resource Strategy, Data-Driven Decision-Making, Surveys, Prompt Engineering, Data Analysis, Benchmarking, ChatGPT, AI Workflows, Decision Making, Prioritization
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Business Analytics, Business Metrics, Analytics, Business Process Improvement, Process Improvement, Business Intelligence, Digital Analysis, Data Analysis Software, Business Process, Tableau Software, Business Analysis, Performance Measurement, Data Analysis, Key Performance Indicators (KPIs), Web Analytics, Performance Metric, Data-Driven Decision-Making, Data Strategy, Digital Transformation, Decision Making
★ 4.6 (8.5K) · Mixed · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Accountability Frameworks, Discussion Facilitation, Decision Making, Diversity and Inclusion, Diversity Awareness, Teamwork, Collaboration, Team Collaboration, Leadership, Conflict Management, Critical Thinking, Independent Thinking, Communication, Corporate Communications
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Scripting, IT Automation, Shell Script, Bash (Scripting Language), Automation, Workflow Management, Security Controls, Scripting Languages, Performance Tuning, Debugging, Encryption, Continuous Monitoring, Decision Making, File Management
Intermediate · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Identity and Access Management, Amazon DynamoDB, Amazon Web Services, Cloud Computing, Amazon S3, Scalability, Cloud Infrastructure, Amazon Elastic Compute Cloud, Cloud Security, Cloud Management, Cloud Services, Cloud Solutions, Cloud Platforms, Computing Platforms, Cloud Computing Architecture, Serverless Computing, Cloud Storage, User Provisioning
★ 4.8 (6.3K) · Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Teamwork, Conflict Management, Collaboration, Diversity Awareness, Team Collaboration, Decision Making, Collaborative Software, Interpersonal Communications, Social Skills, Workplace inclusivity, Cultural Diversity, Communication Strategies, Innovation, Communication, Culture, Digital Communications
★ 4.7 (3.7K) · Beginner · Course · 1 - 4 Weeks