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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


  • U

    University of Colorado Boulder

    Data Mining Methods

    Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Machine Learning Methods, Supervised Learning, Classification Algorithms, Decision Tree Learning, Data Science, Machine Learning Algorithms, Data Analysis, Machine Learning, Correlation Analysis, Bayesian Network, Algorithms, Artificial Neural Networks, Model Evaluation

    4.3 stars, 76 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (76) · Intermediate · Course · 1 - 4 Weeks

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

    Duke University

    Python and Pandas for Data Engineering

    Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Microsoft Development Tools, Data Analysis Software, Package and Software Management, Virtual Environment

    4.6 stars, 278 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • D

    Duke University

    Business Value Creation

    Skills you'll gain: Resource Allocation, Cash Flows, Cost Reduction, Financial Acumen, Business Valuation, Business Acumen, Cost Control, Return On Investment, Financial Analysis, Growth Strategies, Revenue Management, Asset Management, Business Strategy, Stakeholder Engagement, Operational Efficiency, Expectation Management, Strategic Decision-Making, Microsoft Excel

    4.7 stars, 195 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (195) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Interpretable Machine Learning Applications: Part 2

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Random Forest Algorithm, Decision Intelligence, Data Transformation, Machine Learning Methods, Model Training, Predictive Modeling, Regression Analysis, Decision Tree Learning, Machine Learning, Exploratory Data Analysis, Data Validation, Performance Measurement

    4.3 stars, 34 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.3 (34) · Beginner · Guided Project · Less Than 2 Hours

  • F

    Fractal Analytics

    Behavior Architecture - Understanding Human Behavior

    Skills you'll gain: Case Studies, Decision Making, Behavior Management, Behavioral Management, Emotional Intelligence, Psychology, Critical Thinking, Empathy

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

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

    Category: Preview
    Preview
  • A

    AI CERTs

    AI in Finance

    Skills you'll gain: Fraud detection, Financial Data, Forecasting, Financial Modeling, Risk Analysis, Strategic Decision-Making, Market Trend, FinTech, Financial Analysis, Predictive Analytics, AI Enablement, Generative AI, Decision Making, Risk Management, AI Workflows, Automation, Business Process Automation, Data Analysis, Financial Reporting

    3.4 stars, 8 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.4 (8) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • H

    H2O.ai

    Practical Machine Learning on H2O

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Deep Learning, Machine Learning Methods, Autoencoders, Anomaly Detection, Machine Learning Algorithms, Applied Machine Learning, Model Training, Machine Learning, Machine Learning Software, Supervised Learning, Decision Tree Learning, Predictive Modeling, Data Validation, Classification Algorithms, Random Forest Algorithm, Data Import/Export, Model Optimization, Data Manipulation

    4.5 stars, 74 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (74) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    AWS S3 Basics

    Skills you'll gain: Amazon S3, Amazon Web Services, Cloud Hosting, Cloud Storage, Version Control, Encryption, Data Storage, Cloud Security

    4.5 stars, 1.3K reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (1.3K) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    University of Michigan

    Introduction to Time Value of Money (TVM)

    Skills you'll gain: Loans, Finance, Excel Formulas, General Lending, Microsoft Excel, General Finance, Financial Management, Financial Analysis, Financial Planning, Business Mathematics, Spreadsheet Software, Cash Flows, Investments, Timelines, Applied Mathematics

    4.8 stars, 971 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • W

    Wesleyan University

    Career Decisions: From Insight to Impact

    Skills you'll gain: Decision Making, Professional Development, Self-Awareness, Social Impact, Personal Development, Human Centered Design, Strategic Thinking, Human Development, Psychology, Relationship Building, Social Sciences, Culture, Cultural Diversity, Overcoming Obstacles, Dealing With Ambiguity, Adaptability

    4.7 stars, 380 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (380) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Creativity Toolkit II: Creative Collaboration

    Skills you'll gain: Collaboration, Team Collaboration, Leadership, Presentations, Creativity, Ideation, Creative Problem-Solving, Teamwork, Innovation, Team Building, Creative Thinking, People Management, Persuasive Communication, Influencing, Storytelling, Communication, Social Skills, Critical Thinking, Decision Making

    4.8 stars, 413 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Marketing and Customer Insights

    Skills you'll gain: Prompt Engineering, Customer Analysis, Customer Insights, Personalized Campaigns, AI Personalization, Keyword Research, Big Data, Performance marketing, Data Visualization, Risking, Marketing Analytics, Customer experience improvement, AI Product Strategy, Generative AI, Collaborative Software, Email Marketing, Marketing Automation, Social Media Marketing, Campaign Management, Predictive Analytics

    4.6 stars, 227 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (227) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
1…959697…368

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

  • Data Mining Methods: University of Colorado Boulder
  • Python and Pandas for Data Engineering: Duke University
  • Business Value Creation: Duke University
  • Interpretable Machine Learning Applications: Part 2: Coursera
  • Behavior Architecture - Understanding Human Behavior: Fractal Analytics
  • AI in Finance: AI CERTs
  • Practical Machine Learning on H2O: H2O.ai
  • AWS S3 Basics: Coursera
  • Introduction to Time Value of Money (TVM): University of Michigan
  • Career Decisions: From Insight to Impact: Wesleyan University

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