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: Anomaly Detection, PyTorch (Machine Learning Library), Forecasting, Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Predictive Modeling, Deep Learning, Autoencoders, Predictive Analytics, Unsupervised Learning, Applied Machine Learning, Model Training, Generative Model Architectures, Exploratory Data Analysis, Model Optimization, Artificial Neural Networks, Data Preprocessing, Model Evaluation, Data Architecture
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Process Analysis, Business Process, Business Process Modeling, Process Management, Business Process Improvement, Business Process Management, Process Modeling, Process Improvement and Optimization, Data Mining, Business Workflow Analysis, Process Optimization, Process Improvement, Business Intelligence, Workflow Management, Performance Improvement, Event Monitoring, Performance Analysis, Data Quality, Verification And Validation
Intermediate · Course · 1 - 3 Months

ESSEC Business School
Skills you'll gain: Complex Problem Solving, Decision Making, Systems Thinking, Strategic Decision-Making, Economics, Policy, and Social Studies, International Relations, Forecasting, Social Sciences, Education and Training, Organizational Structure, Organizational Change, Human Learning, Organizational Effectiveness, Knowledge Transfer, Sociology, Informatics, Human Development, Economic Development, Psychology
★ 4.7 (387) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Data Analysis Expressions (DAX), Key Performance Indicators (KPIs), Power BI, Earned Value Management, Business Metrics, Project Performance, Performance Measurement, Customer Analysis, Marketing Analytics, Performance Metric, Project Controls, Performance Analysis, Customer Insights, Business Intelligence, Customer Retention, Operational Efficiency, Project Accounting, Data Analysis, Business Analysis, Business Operations
Beginner · Course · 1 - 3 Months
McMaster University
Skills you'll gain: Finance, Financial Market, General Finance, Peer Review, Financial Systems, International Finance, Business Mathematics, Financial Management, Market Dynamics, Financial Analysis, Financial Planning, Economics, Cash Flows, Economic Development, Decision Making
★ 4.7 (917) · Mixed · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Responsible AI, AI literacy, Power BI, ChatGPT, Prompt Patterns, Data Analysis Expressions (DAX), Prompt Engineering, Workflow Management, Spreadsheet Software, Business Workflow Analysis, Google Sheets, Productivity Software, Microsoft Excel, Excel Formulas, Business Intelligence, Prompt Engineering Tools, AI Workflows, SQL, Data Analysis, Automation
Beginner · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Microsoft Azure, Azure DevOps, Azure DevOps Pipelines, Microsoft Power Platform, Enterprise Architecture, Power BI, Data Architecture, Enterprise Application Management, Git (Version Control System), Application Deployment, Continuous Deployment, Capacity Management, Version Control, Solution Delivery, Solution Architecture, Data Management, Data Pipelines, Process Validation, Data Security, Data Integrity
Advanced · Course · 3 - 6 Months

British Standards Institution
Skills you'll gain: Risking, Statistical Methods, Data Ethics, Model Evaluation, Vulnerability Assessments, Statistical Hypothesis Testing, Performance Testing, Statistical Analysis, Decision Intelligence, Verification And Validation, Artificial Intelligence, Artificial Neural Networks, Supervised Learning, Ethical Standards And Conduct, Continuous Monitoring, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Performance Analysis, Law, Regulation, and Compliance, Probability & Statistics
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Dashboard, Dashboard Creation, Spreadsheet Software, Interactive Data Visualization, Excel Formulas, Performance Reporting, Data Visualization, Data Presentation, Data Analysis, Microsoft Copilot, Data Wrangling, Data Import/Export, Analytics, Data Cleansing, Data Manipulation, Data Science, Data Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Quality, Data Cleansing, Analytical Skills, Data Validation, Exploratory Data Analysis, Data Pipelines, Auditing, Analysis, Reconciliation, Quality Assurance, Quality Assessment, Business Reporting, Data Analysis, Debugging, Data Processing, Data Integrity, Data Integration, Data Capture, Data Management, Data Architecture
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Professionalism, Follow Through, Conscientiousness, Workflow Management, Ability To Meet Deadlines, Operational Efficiency, Accountability, Time Management, Agile Methodology, Plan Execution, Problem Solving, Process Improvement, Planning, Adaptability, Quality Improvement, Quality Management, Process Development, Communication Planning, Communication, Decision Making
★ 4.6 (612) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Engineering Tools, Business Workflow Analysis, Business Process Automation, Data Ethics, AI Enablement, Make.com, Generative AI, Workflow Management, AI Personalization, ChatGPT, Business Operations, Microsoft Copilot, Artificial Intelligence, Business Planning, Business Communication, Customer Engagement, Enterprise Application Management, Canva (Software)
Intermediate · Course · 1 - 4 Weeks