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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


  • N

    National Taiwan University

    機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations

    Skills you'll gain: Supervised Learning, Model Training, Machine Learning, Machine Learning Methods, Statistical Machine Learning, Model Evaluation, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Theoretical Computer Science, Classification Algorithms, Mathematical Modeling, Statistical Methods, Probability & Statistics, Algorithms, Statistical Inference

    4.9 stars, 938 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (938) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • K

    KodeKloud

    AWS GenAI: RAG, AI Agents and Responsible AI

    Skills you'll gain: Prompt Engineering, Responsible AI, Amazon Bedrock, Retrieval-Augmented Generation, Multimodal Prompts, Generative AI, AWS SageMaker, Generative AI Agents, LLM Application, Vector Databases, Amazon Web Services, Large Language Modeling, Agentic Workflows, Human Centered Design, Agentic systems, Embeddings, Data Ethics, Data Governance, Natural Language Processing, Benchmarking

    Advanced · Course · 1 - 4 Weeks

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

    Packt

    Cisco Networking: Device Setup, Services, and VLANs

    Skills you'll gain: Virtual Local Area Network (VLAN), Dynamic Host Configuration Protocol (DHCP), Network Monitoring, Network Performance Management, System Monitoring, Network Troubleshooting, Network Switches, Local Area Networks, Network Administration, Remote Access Systems, Network Routers, Network Infrastructure, Network Routing, Network Security, Network Protocols, Authorization (Computing), System Configuration, Authentications

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Sage Publications

    Competitive Advantage and Market Positioning Strategies

    Skills you'll gain: Strategic Marketing, Product Strategy, Marketing, Business Strategy, Go To Market Strategy, Marketing Strategy and Techniques, Value Propositions, Design Thinking, Customer Analysis, Market Dynamics, Brand Strategy, Target Market, Strategic Thinking, Product Development, Product Lining, Branding, New Product Development, Consumer Behaviour, Competitive Analysis, Market Trend

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    New York University

    Fundamentals of Machine Learning in Finance

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Machine Learning, Machine Learning Software, Financial Trading, Financial Market, Reinforcement Learning, Scikit Learn (Machine Learning Library), Financial Services, Market Data, Correlation Analysis, Exploratory Data Analysis, Portfolio Management, Python Programming, Artificial Neural Networks

    3.7 stars, 345 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.7 (345) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Introduction to Embedded Systems Software and Development Environments

    Skills you'll gain: Software Configuration Management, Embedded Software, Embedded Systems, Configuration Management, Git (Version Control System), Version Control, Memory Management, Build Tools, Software Development Tools, C (Programming Language), Development Environment, Program Development, Code Review, Software Technical Review, Software Design, Debugging, Make.com

    4.5 stars, 657 reviews, Intermediate, Course, 1 - 4 Weeks

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

  • P

    Pearson

    Databases and the Cloud

    Skills you'll gain: Database Management Systems, Data Modeling, Cloud Infrastructure, Cloud Security, Databases, Management Information Systems, Cloud Computing, Database Systems, Security Awareness, Cloud Platforms, Database Management, Information Management, Cloud Computing Architecture, Database Design, Information Systems, Cloud Services, Cloud Solutions, Network Infrastructure, Network Model, Data Storage

    Beginner · Course · 1 - 4 Weeks

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

    Packt

    AI-Ready Career Strategy for Modern Professionals

    Skills you'll gain: Adaptability, Web Presence, Lifelong Learning, Growth Mindedness, Resilience, Cognitive flexibility, Telecommuting, AI Personalization, Willingness To Learn, Digital Brand Strategy, digital literacy, Professional Development, Workforce Planning, Workflow Management, Proactivity, Market Opportunities, Audit Planning, Action Oriented, AI Enablement, AI literacy

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • M

    Microsoft

    Data-Driven Visualization

    Skills you'll gain: Microsoft Visio, Dashboard, Data Visualization, Dashboard Creation, Data Visualization Software, Interactive Data Visualization, Data Presentation, Data Validation, Data Mapping, Diagram Design, Usability Testing, User Feedback, Timelines, Data Integration, User Acceptance Testing (UAT), Real Time Data, Data Quality, Project Schedules, Project Management, Automation

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Financial Analysis - Skills for Success

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Forecasting, Budget Management, Variance Analysis, Financial Analysis, Income Statement, Balance Sheet, Performance Measurement, Forecasting, Management Accounting, Return On Investment, Financial Data, Cash Flow Forecasting, Cost Management, Budgeting, Financial Modeling, Finance, Accounting, Financial Accounting

    4.7 stars, 534 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (534) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Saïd Business School, University of Oxford

    Generative and Agentic AI

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Agentic systems, Generative AI Agents, Prompt Patterns, Agentic Workflows, Generative Model Architectures, Multimodal Prompts, AI literacy, LLM Application, ChatGPT, AI Workflows, AI Product Strategy, Large Language Modeling, Model Evaluation, Responsible AI, Decision Making

    4.7 stars, 137 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (137) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Text Mining and Analytics

    Skills you'll gain: Text Mining, Data Mining, Unstructured Data, Statistical Analysis, Natural Language Processing, Data-Driven Decision-Making, Analytics, Data Analysis, Statistical Machine Learning, Statistical Methods, Unsupervised Learning, Probability & Statistics, Correlation Analysis, Applied Machine Learning, Probability Distribution, Classification Algorithms, Model Optimization, Generative Model Architectures

    4.5 stars, 741 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (741) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular decision tree courses

  • 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations: National Taiwan University
  • AWS GenAI: RAG, AI Agents and Responsible AI: KodeKloud
  • Cisco Networking: Device Setup, Services, and VLANs: Packt
  • Competitive Advantage and Market Positioning Strategies: Sage Publications
  • Fundamentals of Machine Learning in Finance: New York University
  • Introduction to Embedded Systems Software and Development Environments: University of Colorado Boulder
  • Databases and the Cloud: Pearson
  • AI-Ready Career Strategy for Modern Professionals: Packt
  • Data-Driven Visualization: Microsoft
  • Financial Analysis - Skills for Success: University of Illinois Urbana-Champaign

Skills you can learn in Software Development

Programming Language (34)
Google (25)
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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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