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.

IIMA - IIM Ahmedabad
Skills you'll gain: Leadership Studies, Leadership, Leadership Development, Team Leadership, Leadership and Management, Organizational Leadership, Business Leadership, Management Training And Development, Emotional Intelligence, Business Ethics, Culture Transformation, Strategic Leadership, Personal Development, Empathy & Emotional Intelligence, Influencing, Organizational Change, Organizational Effectiveness, Self-Awareness, Ethical Standards And Conduct, Mindfulness
★ 4.8 (2.2K) · Beginner · Course · 1 - 3 Months

Pragmatic AI Labs
Skills you'll gain: MySQL, MySQL Workbench, Rust (Programming Language), Data Pipelines, SQL, Relational Databases, Database Management, Database Systems, Query Languages, Data Maintenance, Database Software, Database Management Systems, Database Architecture and Administration, Data Engineering, Bash (Scripting Language), Data Import/Export, Data Architecture, Data Modeling, Docker (Software), Data Preprocessing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: International Finance, Cost Benefit Analysis, Expense Management, Financial Analysis, Variance Analysis, Financial Trading, Excel Formulas, Cost Containment, Budgeting, Microsoft Excel, Financial Market, Strategic Decision-Making, Business, Decision Making, Transaction Processing
★ 5 (9) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Dashboard, Data Storytelling, Financial Modeling, Data Presentation, Dashboard Creation, Financial Auditing, Financial Forecasting, Microsoft Excel, Strategic Decision-Making, Performance Reporting, Financial Reporting, Data Visualization, Auditing, Version Control, Persuasive Communication, Financial Analysis, Variance Analysis, Business Communication, Stakeholder Communications, Root Cause Analysis
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Dashboard, Dashboard Creation, Collaborative Software, Management Reporting, Developing Training Materials, Problem Management, Data Presentation, Problem Solving, Performance Reporting, Data Analysis, End User Training and Support, Training and Development, Jira (Software), Network Troubleshooting, Trend Analysis, User Feedback, Data-Driven Decision-Making, Technical Support, Stakeholder Management, Document Management
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Feature Engineering, Extract, Transform, Load, Data Pipelines, Data Transformation, Model Evaluation, Pandas (Python Package), Data Storytelling, Data Presentation, Data Preprocessing, Data Processing, PySpark, Data Quality, Apache Spark, Data-Driven Decision-Making, A/B Testing, Data Analysis, Model Training, Data Visualization, Data Governance, Machine Learning
Intermediate · Course · 1 - 3 Months

Meta
Skills you'll gain: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Presentation, Data Collection, Data Governance, Bayesian Statistics, Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Performance Metric, Information Privacy, Pandas (Python Package), Data Analysis, Data Visualization Software, Spreadsheet Software, Analytics, SQL, Python Programming
★ 4.7 (1.8K) · Beginner · Professional Certificate · 3 - 6 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Organizational Change, Organizational Leadership, Business Ethics, Change Management, Leadership and Management, Business Management, Business Leadership, Organizational Development, Decision Making, Strategic Leadership, People Management, Ethical Standards And Conduct, Leadership, Culture Transformation, Strategic Decision-Making, Influencing, Strategic Thinking, Culture, People Analytics
★ 4.8 (1.5K) · Beginner · Course · 1 - 4 Weeks

Pearson International Higher Education
Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Deductive Reasoning, Strategic Thinking, Analytical Skills, Analysis, Decision Making
Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Empathy & Emotional Intelligence, Empathy, Emotional Intelligence, Self-Awareness, Conflict Management, Relationship Management, Interpersonal Communications, Influencing, Composure, Decision Making, Problem Solving
Beginner · Course · 1 - 3 Months

Meta
Skills you'll gain: Version Control, Unix Commands, Git (Version Control System), GitHub, Linux Commands, Unix, Software Versioning, Command-Line Interface, Linux, Collaborative Software, File Management, Software Development Tools, Software Development, Web Development
★ 4.6 (3.8K) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Emotional Intelligence, Personal Development, Self-Awareness, Persistence, Growth Mindedness, Self-Discipline, Self-Motivation, Adaptability, Resilience, Interpersonal Communications, Overcoming Obstacles, Communication, Communication Strategies, Culture, Habit Formation, Decision Making
★ 4.7 (1K) · Beginner · Course · 1 - 3 Months