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Decision Tree Courses

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.

Popular Decision Tree Courses and Certifications


  • U

    University of Michigan

    AI for Lawyers: Time and Tasks

    Skills you'll gain: Responsible AI, Delegation Skills, Time Management, Data Ethics, AI literacy, Legal Technology, Decision Intelligence, Artificial Intelligence, Generative AI, Ethical Standards And Conduct, Automation, Decision Making, Creativity, Communication Strategies

    Beginner · Course · 1 - 4 Weeks

  • I

    Illinois Tech

    Fundamentals of Web Development

    Skills you'll gain: Javascript and jQuery, jQuery, Responsive Web Design, Web Development, Version Control, Web Design, Cascading Style Sheets (CSS), Web Design and Development, Hypertext Markup Language (HTML), HTML and CSS, Web Frameworks, GitHub, Web Applications, Javascript, Web Development Tools, Git (Version Control System), Infrastructure Architecture, Network Architecture, Network Infrastructure, Browser Compatibility

    ★ 4.6 (18) · Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    GIS: Geographic Information Systems for Sustainability

    Skills you'll gain: Sustainable Development, Sustainable Systems, Geographic Information Systems, Geospatial Information and Technology, GIS Software, Geospatial Mapping, Spatial Data Analysis, Datamaps, Spatial Analysis, Interactive Data Visualization, Data Storytelling, Environmental Monitoring, Data Visualization, Data Presentation, Forecasting, Trend Analysis

    ★ 4.5 (20) · Beginner · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    Industry 4.0: PLM, Value Chain, and Smart Factory

    Skills you'll gain: Product Lifecycle Management, Manufacturing and Production, Manufacturing Processes, Product Engineering, Robotic Process Automation, Manufacturing Operations, Production Process, Industrial Engineering, Business Process Automation, Automation, Enterprise Resource Planning, Product Development, Supply Chain Management, Energy and Utilities, Plant Operations and Management, Internet Of Things, Robotics, Digital Transformation, Data Integration, Real Time Data

    ★ 4.6 (24) · Intermediate · Course · 1 - 4 Weeks

  • F

    Fractal Analytics

    Insights of Power BI

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Modeling, Data Visualization Software, Data Visualization, Data Transformation, Data Cleansing, Business Intelligence, Interactive Data Visualization, Data Manipulation, Star Schema, Dashboard, Data Analysis, Dashboard Creation, Report Writing

    ★ 4.6 (55) · Beginner · Course · 1 - 4 Weeks

  • F

    Fundação Instituto de Administração

    Inteligência Artificial Aplicada ao CRM

    Skills you'll gain: Customer Relationship Management, Customer Data Management, Big Data, R (Software), Data Mining, Data-Driven Decision-Making, Sales Pipelines, Predictive Analytics, Machine Learning Methods, Data Visualization, Data Strategy, Customer Relationship Management (CRM) Software, Customer Analysis, Sales Management, Data Engineering, Customer Engagement, Predictive Modeling, Data Visualization Software, Plot (Graphics), Statistical Visualization

    ★ 4.4 (105) · Beginner · Specialization · 1 - 3 Months

  • K

    Knowledge Accelerators

    Microsoft 365 Copilot: Harness AI across your Microsoft Apps

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft Teams, Microsoft Office, Data Visualization, Productivity Software, AI literacy, Microsoft Excel, Artificial Intelligence, Technical Communication, Generative AI, Microsoft Word, Microsoft PowerPoint, Generative AI Agents, Productivity, Excel Formulas, Data Analysis, Data-Driven Decision-Making, Data Management, Communication

    ★ 4.3 (16) · Intermediate · Course · 1 - 3 Months

  • H

    Harvard Business Review

    Act Strategically

    Skills you'll gain: Business Planning, Strategic Thinking, Critical Thinking, Plan Execution, Organizational Strategy, Business Strategy, Strategic Decision-Making, Trend Analysis, Decision Making, Market Trend, Market Opportunities, Forecasting, Innovation, Competitive Analysis

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Pittsburgh

    Linear Algebra and Regression Fundamentals for Data Science

    Skills you'll gain: NumPy, Matplotlib, Plot (Graphics), Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning

    ★ 3.9 (8) · Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Building AI Agents with OpenAI

    Skills you'll gain: Model Context Protocol, OpenAI API, Retrieval-Augmented Generation, AI Workflows, AI Orchestration, OpenAI, Model Deployment, LLM Application, Agentic Workflows, Generative AI Agents, AI Integrations, Embeddings, Cloud Deployment, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Decision Intelligence, Agentic systems, Prompt Engineering, Application Programming Interface (API), Responsible AI

    Intermediate · Specialization · 1 - 3 Months

  • J

    Johns Hopkins University

    The Ethical Leader

    Skills you'll gain: Business Ethics, Leadership Studies, Ethical Standards And Conduct, Diversity and Inclusion, Organizational Leadership, Initiative and Leadership, Business Leadership, Team Leadership, Responsible AI, Artificial Intelligence, Decision Making, Leadership, Cultural Diversity, Leadership Development, Accountability

    ★ 4.5 (17) · Beginner · Course · 1 - 3 Months

  • S

    SkillUp

    Generative AI: Revolutionizing the Product Owner Role

    Skills you'll gain: AI Product Strategy, Responsible AI, Risking, Google Gemini, Product Management, Artificial Intelligence, Product Development

    ★ 4.8 (35) · Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular decision tree courses

  • AI for Lawyers: Time and Tasks: University of Michigan
  • Fundamentals of Web Development: Illinois Tech
  • GIS: Geographic Information Systems for Sustainability: University of Michigan
  • Industry 4.0: PLM, Value Chain, and Smart Factory: L&T EduTech
  • Insights of Power BI: Fractal Analytics
  • Inteligência Artificial Aplicada ao CRM: Fundação Instituto de Administração
  • Microsoft 365 Copilot: Harness AI across your Microsoft Apps: Knowledge Accelerators
  • Act Strategically: Harvard Business Review
  • Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
  • Building AI Agents with OpenAI: Edureka

Skills you can learn in Software Development

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Google Cloud Platform (18)
Application Programming Interfaces (17)
Data Structure (16)
Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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