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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


  • R

    Rice University

    Principles of Economics: Microeconomics - Down to Business

    Skills you'll gain: Business Economics, Game Theory, Market Dynamics, Economics, Market Analysis, Supply And Demand, Operating Cost, Economics, Policy, and Social Studies, Cost Benefit Analysis, Public Policies, Cost Accounting, Consumer Behaviour, Policy Analysis, Research, and Development, Competitive Analysis, Environmental Issue, Production Process, Resource Allocation, Budgeting, Decision Making

    4.9 stars, 39 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Power BI for Beginners: Build your First Report

    Skills you'll gain: Data Transformation, Power BI, Data Cleansing, Dashboard, Dashboard Creation, Data Visualization, Data Presentation, Data Import/Export, Data Integration, Data Visualization Software, Business Intelligence, Data Storytelling, Data Modeling

    4.4 stars, 177 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (177) · Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • D

    Deep Teaching Solutions

    Rethinking Logic: Surprising Science of Critical Thinking

    Skills you'll gain: Critical Thinking, Curiosity, Critical Thinking and Problem Solving, Deductive Reasoning, Logical Reasoning, Open Mindset, Lifelong Learning, Problem Solving, Growth Mindedness, Cognitive flexibility, Decision Making

    4.9 stars, 48 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (48) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Emory University

    AI for Marketing

    Skills you'll gain: AI Personalization, Data-Driven Marketing, Generative AI, Marketing Automation, Customer Retention, Personalized Service, Marketing Operations, Marketing Analytics, Marketing Effectiveness, Data-Driven Decision-Making, Personalized Campaigns, Customer Analysis, Customer experience improvement, Marketing Strategies, Contextual Advertising, Marketing, Customer Engagement, Business Marketing, Customer Acquisition Management, Artificial Intelligence

    4.5 stars, 91 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • M

    Microsoft

    Visualization for Data Analysis with Power BI

    Skills you'll gain: Power BI, Data Ethics, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Business Intelligence, Advanced Analytics, Data Analysis Expressions (DAX), Analytics, Analytical Skills, Data-Driven Decision-Making, Exploratory Data Analysis, Trend Analysis, Time Series Analysis and Forecasting, Spatial Data Analysis, Scatter Plots, Forecasting, Root Cause Analysis

    4.6 stars, 41 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Pearson

    Certified Associate in Project Management (CAPM)® Exam: Unit 2

    Skills you'll gain: Agile Project Management, Project Management, Technical Management, Project Management Office (PMO), Program Management, Project Portfolio Management, Matrix Management, Project Controls, Leadership, Motivational Skills, Agile Methodology, Emotional Intelligence, Conflict Management, Business Acumen, Organizational Structure, Business Operations, Portfolio Management, Stakeholder Engagement, Decision Making

    4.9 stars, 12 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (12) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Generative AI for HR Professionals

    Skills you'll gain: HR Tech, AI Enablement, Human Resources, Technical Communication, Human Resource Strategy, Technical Documentation, Decision Intelligence, AI Personalization, Prompt Engineering, People Development, Generative AI, Interviewing Skills, Program Standards, Job Evaluation, Performance Review, Consolidation, Focus Group, Verification And Validation, Analysis

    4.7 stars, 60 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • É

    École Polytechnique

    Digital business - Act on the digital world

    Skills you'll gain: Digital Transformation, Business Transformation, Marketing Management, General Sales Practices, Business Management, Innovation, Data Strategy, Customer Acquisition Management, Data Management, Marketing Strategies, Growth Strategies, Data-Driven Decision-Making, Scalability, Presentations

    4.6 stars, 30 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (30) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    Tsinghua University

    Data Structures and Algorithms (II)

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Computational Thinking, Programming Principles, Theoretical Computer Science, Computer Programming

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    AI CERTs

    AI for Legal Practice

    Skills you'll gain: Regulatory Compliance, Agentic Workflows

    3.9 stars, 8 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.9 (8) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Pennsylvania

    How to Use Data

    Skills you'll gain: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Database Management, Advanced Analytics, Data Science, Machine Learning

    4.2 stars, 9 reviews, Beginner, Specialization, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    University of Glasgow

    Strategic Business Leadership

    Skills you'll gain: Strategic Leadership, Business Leadership, Digital Transformation, Leadership Studies, Business Transformation, Plan Execution, Business Strategy, Strategic Decision-Making, Organizational Strategy, Leadership, Business Planning, Leadership Development, Corporate Strategy, Innovation, Goal Setting, Business, Business Management, Growth Strategies

    4.8 stars, 24 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.8 (24) · Intermediate · Specialization · 1 - 3 Months

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

  • Principles of Economics: Microeconomics - Down to Business: Rice University
  • Power BI for Beginners: Build your First Report: Coursera
  • Rethinking Logic: Surprising Science of Critical Thinking: Deep Teaching Solutions
  • AI for Marketing: Emory University
  • Visualization for Data Analysis with Power BI: Microsoft
  • Certified Associate in Project Management (CAPM)® Exam: Unit 2: Pearson
  • Generative AI for HR Professionals: Vanderbilt University
  • Digital business - Act on the digital world: École Polytechnique
  • Data Structures and Algorithms (II): Tsinghua University
  • AI for Legal Practice: AI CERTs

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Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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