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 Colorado Boulder
Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Data Warehousing, Machine Learning Methods, Supervised Learning, Data Pipelines, Data Preprocessing, Classification Algorithms, Data Processing, Data Modeling, Decision Tree Learning, Data Science, Data Management, Machine Learning Algorithms, Data Cleansing, Model Evaluation, Analytical Skills, Ideation, Exploratory Data Analysis
★ 4.1 (188) · Intermediate · Specialization · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: People Analytics, HR Tech, Human Resource Management, Human Resources Management and Planning, Responsible AI, Human Resources, AI Enablement, Data Ethics, Data-Driven Decision-Making, Artificial Intelligence, Employee Engagement, Machine Learning, Employee Retention, Applied Machine Learning, Machine Learning Methods, Blockchain, Predictive Modeling, Decision Making
★ 4.7 (334) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Job Analysis, Employee Relations, Compensation and Benefits, Compensation Management, Compensation Strategy, Talent Recruitment, Employee Training, Workforce Planning, Human Resources Management and Planning, Labor Relations, Benefits Administration, Human Resources, Human Resource Strategy, Performance Appraisal, Accident Prevention, Recruitment, Talent Acquisition, Job Evaluation, Employee Engagement, Human Resource Management
Beginner · Specialization · 1 - 3 Months

LearnKartS
Skills you'll gain: Azure DevOps Pipelines, Azure DevOps, GitHub, Git (Version Control System), Infrastructure as Code (IaC), DevSecOps, CI/CD, Version Control, Agile Software Development, Terraform, Microsoft Azure, Scrum (Software Development), DevOps, Devops Tools, Kubernetes, YAML, Application Performance Management, Authorization (Computing), Load Balancing, Identity and Access Management
Intermediate · Specialization · 3 - 6 Months
Madecraft
Skills you'll gain: Data Visualization, Pivot Tables And Charts, Data Presentation, Interactive Data Visualization, Data Visualization Software, Microsoft Excel, Dashboard, Dashboard Creation, Cash Flow Forecasting, Excel Formulas, Spreadsheet Software, Financial Modeling, Cash Management, Microsoft PowerPoint, Financial Forecasting, Auditing, Financial Reporting, Data Transformation, Financial Data, Financial Analysis
Beginner · Specialization · 3 - 6 Months

Queen Mary University of London
Skills you'll gain: Mergers & Acquisitions, Due Diligence, Stakeholder Analysis, Contract Negotiation, General Sales Practices, Negotiation, Business Valuation, Stakeholder Management, Business Transformation, Leadership, Risk Management Framework, Business Strategy, Program Management, Strategic Decision-Making, Risk Analysis, Organizational Change, Influencing, Change Management, Continuous Integration, Culture
Intermediate · Course · 1 - 3 Months

L&T EduTech
Skills you'll gain: Wireless Networks, Reinforcement Learning, Communication Systems, Real Time Data, Systems Architecture
Intermediate · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Bioinformatics, Algorithms, Data Structures, Theoretical Computer Science, Precision Medicine, Data Transformation, Life Sciences
★ 4.5 (1.1K) · Intermediate · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: Jupyter, Development Environment, Software Development Tools, Debugging, Computer Programming Tools, Integrated Development Environments, Version Control, Program Development, Applied Machine Learning, Python Programming, Machine Learning Software, Performance Testing, Git (Version Control System), Exploratory Data Analysis, Interactive Data Visualization
Intermediate · Course · 1 - 3 Months

Alex Genadinik
Skills you'll gain: Keyword Research, Search Engine Optimization, Content Optimization, Competitive Analysis, Web Analytics and SEO, AI Enablement, Content Development and Management, Competitive Intelligence, Content Strategy, Content Performance Analysis, Benchmarking, AI Workflows, Gap Analysis, Content Creation, LLM Application, Generative AI, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Engineering, Snowflake Schema, Data Pipelines, Retrieval-Augmented Generation, Generative AI, Model Deployment, Data Architecture, Responsible AI, Embeddings, Data Transformation, Data Processing, Data Governance, Data Management, Data Quality, Business Logic, SQL, Data Collection, Data Entry, Data Security, Python Programming
Beginner · Course · 1 - 4 Weeks

Northwestern University
Skills you'll gain: Social Media Analytics, Real Time Data, Social Media Content, Data Collection, Social Media, Social Media Marketing, Big Data, Marketing Analytics, Crisis Management, Data-Driven Marketing, Analytics, Social Media Strategy, Content Strategy, Text Mining, Data-Driven Decision-Making
★ 4.7 (1.6K) · Mixed · Course · 1 - 4 Weeks