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  • Decision Tree

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


  • F

    Fundação Instituto de Administração

    Data & Finance for the future

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Data Visualization, Data Presentation, Business Analytics, Regression Analysis, Business Valuation, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Financial Accounting, Cash Flows, Balance Sheet, International Finance, Business Economics, Economics, Financial Policy, Economic Development

    4.7 stars, 514 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (514) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Build Anything with AI: No Code Required

    Skills you'll gain: Prompt Engineering, ChatGPT, Claude Code, Prompt Patterns, No-Code Development, Generative AI Agents, Engineering Software, AI Enablement, AI Orchestration, AI powered creativity, LLM Application, AI Product Strategy, Anthropic Claude, AI literacy, Agentic Workflows, AI Workflows, Decision Intelligence, Dashboard Creation, Artificial Intelligence, Large Language Modeling

    4.8 stars, 8.1K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (8.1K) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    INSEAD

    Blockchain Opportunity Analysis

    Skills you'll gain: Peer Review, Blockchain, Plan Execution, Market Opportunities, Business Analysis, Strategic Thinking, Case Studies, Market Analysis, Solution Design, New Business Development, Business Modeling, Value Propositions, Proposal Development, Decision Making, Market Research, Target Audience

    4.6 stars, 214 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (214) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    British Standards Institution

    AI Technical Risk Controls

    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

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Process Mining for Data-Driven Process Improvement

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • G

    Google Cloud

    Exploring Data Transformation with Google Cloud

    Skills you'll gain: Data Architecture, Data Governance, Cloud Storage, Data Strategy, Data Storage, Data Warehousing, Data Lakes, Data Management, Looker (Software), Google Cloud Platform, Data Infrastructure, Business Intelligence, Digital Transformation, Real Time Data, Business Transformation, Data-Driven Decision-Making, Data Transformation, Analytics, Cloud Solutions, Data Capture

    4.8 stars, 930 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (930) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    AI Agents for Business Automation

    Skills you'll gain: Email Automation, Business Process Automation, Generative AI Agents, Business Workflow Analysis, Automation, Workflow Management, Agentic systems, Expense Reports, ChatGPT, Client Support, LLM Application, Project Coordination, Coordinating, Artificial Intelligence, Enterprise Architecture, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Expense Management, Prompt Engineering, Business

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • I

    IBM

    Delivering Quality Work with Agility

    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, Planning, Process Improvement, Adaptability, Quality Improvement, Quality Management, Process Development, Communication Planning, Communication, Decision Making

    4.6 stars, 611 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Introduction to Business Analytics: Communicating with Data

    Skills you'll gain: Data Storytelling, Business Analytics, Responsible AI, Analytics, Data-Driven Decision-Making, Data Literacy, Data Presentation, Exploratory Data Analysis, Data Analysis, Business Communication, Dashboard, Analytical Skills, Decision Intelligence, Storytelling, Dashboard Creation, Analysis, Data Ethics, Data Visualization, Artificial Intelligence, Strategic Communication

    4.6 stars, 664 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • M

    Microsoft

    Enterprise Product Management Fundamentals

    Skills you'll gain: Product Development, New Product Development, Product Management, Product Lifecycle Management, Product Roadmaps, Market Research, Microsoft 365, Product Planning, Product Requirements, Agile Product Development, AI Product Strategy, Cross-Functional Collaboration, Product Strategy, Market Analysis, Business Research, Compliance Management, Competitive Analysis, Cross-Functional Team Leadership, Enterprise Security, Agile Methodology

    4.5 stars, 322 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • S

    Sage Publications

    Channel Management and Retail Strategies

    Skills you'll gain: Retail Sales, Conflict Management, Retail Store Operations, Cross-Channel Marketing, Market Dynamics, Sales Strategy, E-Commerce, Coordinating, Market Analysis, Business-To-Consumer, Supplier Performance Management, Customer Analysis, Vendor Management, Performance Measurement, Strategic Partnership, Performance Management, Systems Analysis, Performance Analysis, Performance Improvement, Model Evaluation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Board Infinity

    AI for E-Commerce: No-Code Tools for Sales & Marketing

    Skills you'll gain: Fraud detection, Google Gemini, Decision Intelligence, Demand Planning, Personalized Campaigns, Customer experience improvement, User Feedback, Customer Insights, Gemini, Text Mining, E-Commerce, AI Personalization, AI Enablement, Email Automation, Customer Demand Planning, Customer Analysis, AI powered creativity, Retail Store Operations, AI literacy, Design Software

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
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In summary, here are 10 of our most popular decision tree courses

  • Data & Finance for the future: Fundação Instituto de Administração
  • Build Anything with AI: No Code Required: Vanderbilt University
  • Blockchain Opportunity Analysis: INSEAD
  • AI Technical Risk Controls: British Standards Institution
  • Process Mining for Data-Driven Process Improvement: Packt
  • Exploring Data Transformation with Google Cloud: Google Cloud
  • AI Agents for Business Automation: SkillsBooster Academy
  • Delivering Quality Work with Agility: IBM
  • Introduction to Business Analytics: Communicating with Data: University of Illinois Urbana-Champaign
  • Enterprise Product Management Fundamentals: Microsoft

Skills you can learn in Software Development

Programming Language (34)
Google (25)
Computer Program (21)
Software Testing (21)
Web (19)
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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