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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


  • E

    EDHEC Business School

    Economics and Policies of Climate Change

    Skills you'll gain: Environmental Policy, Economics, Climate Change Programs, Environmental Issue, Economics, Policy, and Social Studies, Financial Policy, Climate Change Mitigation, Cost Benefit Analysis, Policy Analysis, Climate Change Adaptation, Futures Exchange, Environmental Regulations, Derivatives, Market Analysis, Financial Market, Tax, Financial Trading, Mathematical Modeling

    4.6 stars, 71 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Predicting Extreme Climate Behavior with Machine Learning

    Skills you'll gain: Machine Learning Methods, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Regression Analysis, Supervised Learning, Data Science, Decision Tree Learning, Statistical Analysis, Classification Algorithms, Predictive Modeling, Artificial Neural Networks, Logistic Regression

    Intermediate · Course · 1 - 3 Months

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

    EDUCBA

    Hedge Fund Strategies: Analyze, Evaluate & Apply

    Skills you'll gain: Investment Management, Performance Measurement, Portfolio Management, Performance Metric, Performance Analysis, Investments, Portfolio Risk, Benchmarking, International Finance, Risk Management, Financial Regulation, Analysis, Strategic Decision-Making, Case Studies, Business, Decision Making, Time Series Analysis and Forecasting

    4.5 stars, 19 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (19) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Extraordinary Human Capital Management

    Skills you'll gain: Human Capital, Human Resources Management and Planning, Human Resource Strategy, Human Resources, Organizational Change, Change Management, Talent Management, Human Relations Movement, Employee Relations, Human Resource Management, Labor Relations, Diversity Equity and Inclusion Initiatives, HR Tech, Staff Management, Intercultural Competence, Cultural Diversity, Industrial and Organizational Psychology, People Analytics, Leadership, Communication

    4.7 stars, 77 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (77) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Simplilearn

    Business Analysis Excel Tools and CCBA Training

    Skills you'll gain: Project Risk Management, Business Analysis, Project Management, Risk Management, Project Planning, Data Visualization, Agile Methodology, Agile Project Management, Microsoft Excel, Cost Management, Interactive Data Visualization, Stakeholder Engagement, Excel Formulas, Pivot Tables And Charts, Business Analytics, Stakeholder Management, Business Requirements, Solution Design, Data Analysis, Data Validation

    4.4 stars, 57 reviews, Beginner, Specialization, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Level Up: Java-Powered Machine Learning

    Skills you'll gain: Model Evaluation, Data Preprocessing, JUnit, Model Training, Build Tools, MLOps (Machine Learning Operations), Java, Performance Tuning, Decision Tree Learning, Classification And Regression Tree (CART), Apache Maven, Data Structures, Random Forest Algorithm, Gradle, Data Pipelines, Software Architecture, Software Design, Object Oriented Programming (OOP), Apache, Machine Learning

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Account Manager with Generative AI

    Skills you'll gain: Key Performance Indicators (KPIs), Proposal Development, Account Strategy, Solution Selling, Business Writing, Responsible AI, Regulatory Compliance, Budget Management, Productivity Software, Consultative Approaches, Consultative Selling, Performance Analysis, Customer Relationship Management (CRM) Software, Account Management, Performance Metric, Financial Management, Administrative Support, Sales Process, Content Management, Generative AI

    4.6 stars, 6 reviews, Advanced, Professional Certificate, 3 - 6 Months

    ★ 4.6 (6) · Advanced · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Human Factors & Usability Engineering: Designing for Humans

    Skills you'll gain: Usability, Usability Testing, Problem Solving, Human Factors, Human Computer Interaction, Human Centered Design, Critical Thinking and Problem Solving, Creativity, User Centered Design, Creative Problem-Solving, Kinesiology, Sensory Systems Analysis, UI/UX Research, User Research, Decision Making, Display Devices, Human Learning, Exercise Science, Accident Prevention, Mitigation

    4.8 stars, 59 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (59) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • T

    The Chinese University of Hong Kong

    Advanced Modeling for Discrete Optimization

    Skills you'll gain: Model Optimization, Debugging, Mathematical Modeling, Operations Research, Computational Logic, Code Reusability, Algorithms, Geometry

    4.9 stars, 143 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (143) · Intermediate · Course · 1 - 3 Months

    Category: Free
    Free
  • U

    University of California, Irvine

    Data Warehousing and Business Intelligence

    Skills you'll gain: Extract, Transform, Load, Data Warehousing, Data Mining, Business Intelligence, Star Schema, Snowflake Schema, Data Modeling, Data Architecture, Unsupervised Learning, Data-Driven Decision-Making, Databases, Predictive Analytics, Predictive Modeling, Cloud Computing, Market Analysis, Classification Algorithms

    4.6 stars, 131 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Retail Digital Supply Chain

    Skills you'll gain: Digital Transformation, Supply Chain Management, E-Commerce, Supply Chain, Retail Store Operations, Analytics, Digital Analysis, Supply Chain Systems, Business Analytics, Customer Analysis, Business Technologies, Descriptive Analytics, Customer Demand Planning, Predictive Analytics, Consumer Behaviour, Decision Making

    4.6 stars, 128 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    AI & ML Applications in Oil and Gas Industry

    Skills you'll gain: Oil and Gas, Petroleum Industry, Big Data, Data Management, Data Processing, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Process Engineering, Geostatistics, Image Analysis, Production Process, Machine Learning Methods, Energy and Utilities, Machine Learning, Predictive Modeling, Machine Learning Algorithms

    4.8 stars, 63 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (63) · Beginner · Course · 1 - 4 Weeks

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

  • Economics and Policies of Climate Change: EDHEC Business School
  • Predicting Extreme Climate Behavior with Machine Learning: University of Colorado Boulder
  • Hedge Fund Strategies: Analyze, Evaluate & Apply: EDUCBA
  • Extraordinary Human Capital Management: University of Michigan
  • Business Analysis Excel Tools and CCBA Training: Simplilearn
  • Level Up: Java-Powered Machine Learning: Coursera
  • Microsoft Account Manager with Generative AI: Microsoft
  • Human Factors & Usability Engineering: Designing for Humans: Arizona State University
  • Advanced Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • Data Warehousing and Business Intelligence: University of California, Irvine

Skills you can learn in Software Development

Programming Language (34)
Google (25)
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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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