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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 Pennsylvania

    The Science of Generosity: Do Good...Feel Good

    Skills you'll gain: Compassion, Philanthropy, Positivity, Optimism, Empathy, Social Impact, Cultural Diversity, Cultural Sensitivity, Self-Awareness, Culture, Decision Making, Goal Setting, Planning, Behavioral Economics

    ★ 4.3 (14) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Mortgage for Underwriters

    Skills you'll gain: Regulatory Compliance, Underwriting, Regulatory Requirements, Lending and Underwriting, Law, Regulation, and Compliance, Compliance Management, Regulation and Legal Compliance, Mortgage Loans, Credit Risk, Risk Mitigation, Risk Management, Quality Control, Responsible AI, Risk Analysis, AI Integrations, Financial Analysis, Decision Making, Predictive Analytics

    Intermediate · Course · 1 - 4 Weeks

  • R

    Real Madrid Graduate School Universidad Europea

    AI Applied to Health and Injury Prevention

    Skills you'll gain: Precision Medicine, Accident Prevention, Data Ethics, Kinesiology, Applied Machine Learning, Statistical Machine Learning, Machine Learning Methods, Human Factors, Child Development, Predictive Analytics, AI Integrations, Working With Children, Machine Learning, Data-Driven Decision-Making, Epidemiology, Neurology, Continuous Monitoring, Load Balancing, Decision Support Systems, Emerging Technologies

    Beginner · Specialization · 3 - 6 Months

  • L

    LearnQuest

    No-Code AI for Business

    Skills you'll gain: Data Ethics, Responsible AI, No-Code Development, AI Integrations, AI Enablement, Regulatory Requirements, Compliance Management, Regulatory Compliance, Law, Regulation, and Compliance, AI Product Strategy, Business Process Automation, Business Process, Data Management, Risk Mitigation, Business Transformation, Digital Transformation, Business Leadership, Change Management, Data-Driven Decision-Making, Predictive Analytics

    Beginner · Specialization · 1 - 3 Months

  • L

    LearnQuest

    Advanced IoT Systems Integration and Industrial Applications

    Skills you'll gain: Internet Of Things, Advanced Analytics, Analytics, Data-Driven Decision-Making, Data Processing, Robotics, Automation, Real Time Data, Network Security, Emerging Technologies, Security Strategy, Interoperability, Scalability

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

  • L

    LearnKartS

    Complete Git

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Software Versioning, Software Configuration Management, Collaborative Software, IntelliJ IDEA, Integrated Development Environments, Software Development, Software Installation, Devops Tools, Software Development Tools, Microsoft Visual Studio, Eclipse (Software), File Management, Linux, Open Source Technology, Release Management, Command-Line Interface, Authentications

    ★ 4.2 (34) · Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    SQL in Action: Querying, Aggregating, and Joining Data

    Skills you'll gain: SQL, Database Management, Query Languages, Data Analysis, Performance Tuning, Data Integration, Data Manipulation

    ★ 5 (6) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Manage Your Versions with Git (Part I)

    Skills you'll gain: Git (Version Control System), Version Control, Software Versioning, Software Development Tools, Project Management

    ★ 4.7 (116) · Beginner · Guided Project · Less Than 2 Hours

  • L

    L&T EduTech

    Robotics Engineering & Applications

    Skills you'll gain: Robotics, Automation Engineering, Machine Controls, Internet Of Things, Control Systems, Automation, Image Analysis, Industrial Engineering, Computer Vision, Equipment Design, Mechanical Design

    ★ 4.5 (34) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Data Wrangling with Python

    Skills you'll gain: Matplotlib, Web Scraping, Pivot Tables And Charts, Pandas (Python Package), Data Integration, Statistical Visualization, Data Manipulation, Exploratory Data Analysis, Data Wrangling, Data Visualization, Data-Driven Decision-Making, Data Transformation, Data Presentation, Data Processing, Data Cleansing, Data Preprocessing, Statistical Analysis, Seaborn, NumPy, Python Programming

    ★ 4.5 (40) · Beginner · Specialization · 3 - 6 Months

  • L

    LearnQuest

    Insight Selling

    Skills you'll gain: Consultative Approaches, Sales Training, Inside Sales, Market Opportunities, Selling Techniques, Closing (Sales), Regional Sales, General Sales Practices, Sales Enablement, Sales Management, Sales Operations, Business Development, Sales Prospecting, Personalized Campaigns, Active Listening, Drive Engagement, Negotiation, Proposal Development, Data Storytelling, Emotional Intelligence

    ★ 4.3 (42) · Beginner · Specialization · 1 - 3 Months

  • O

    O.P. Jindal Global University

    Microeconomics: Foundations and Insights

    Skills you'll gain: Economics, Game Theory, Market Dynamics, Socioeconomics, Business Economics, Social Studies, Policy Analysis, Public Policies, Decision Making, Market Analysis, Consumer Behaviour, Supply And Demand, Analysis, Cost Benefit Analysis, Strategic Decision-Making, Competitive Analysis, Production Process, Critical Thinking, Resource Allocation

    Beginner · Course · 1 - 3 Months

1…156157158…317

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

  • The Science of Generosity: Do Good...Feel Good: University of Pennsylvania
  • Mortgage for Underwriters: Coursera
  • AI Applied to Health and Injury Prevention: Real Madrid Graduate School Universidad Europea
  • No-Code AI for Business: LearnQuest
  • Advanced IoT Systems Integration and Industrial Applications: LearnQuest
  • Complete Git: LearnKartS
  • SQL in Action: Querying, Aggregating, and Joining Data: Coursera
  • Manage Your Versions with Git (Part I): Coursera
  • Robotics Engineering & Applications: L&T EduTech
  • Data Wrangling with Python: University of Colorado Boulder

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