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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 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

    Universidad Nacional Autónoma de México

    Toma de decisiones financieras

    Skills you'll gain: Business Valuation, Corporate Finance, Financial Management, Equities, Capital Budgeting, Business Mathematics, Capital Expenditure, Financial Data, Financial Analysis, Financial Statement Analysis, Fixed Asset, Financial Statements, Cash Flows, Decision Making

    4.6 stars, 244 reviews, Intermediate, Course, 1 - 3 Months

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

    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
  • G

    Google

    Organize Projects and Measure Productivity with Scrum

    Skills you'll gain: Data-Driven Decision-Making, Project Performance, Product Improvement

    4.8 stars, 56 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Neural Networks and Random Forests

    Skills you'll gain: Model Evaluation, Random Forest Algorithm, Model Optimization, Keras (Neural Network Library), Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, Decision Tree Learning, Machine Learning Methods, Applied Machine Learning, Predictive Modeling, Fine-tuning, Scikit Learn (Machine Learning Library), Regression Analysis, Classification Algorithms, Python Programming

    3.2 stars, 18 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.2 (18) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Unilever

    Supply Chain Software Tools

    Skills you'll gain: Supply Chain Systems, Supply Chain Management, Supply Chain, Data Management, Data Lakes, Supply Chain Planning, Data Analysis Software, Real Time Data, Data Storage Technologies, Inventory Management System, Forecasting, Demand Planning, Data Analysis, Data-Driven Decision-Making, AI Enablement, Problem Solving

    4.7 stars, 85 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • S

    SkillUp

    Generative AI: Revolutionizing Business Analysis Techniques

    Skills you'll gain: Prompt Engineering, Responsible AI, Business Analysis, Data-Driven Decision-Making, Process Modeling, Data Analysis, Business Workflow Analysis, AI Integrations, Process Analysis, Data Storytelling, Artificial Intelligence, Business Process Automation, Generative AI, Stakeholder Communications, Business Requirements, Requirements Elicitation, Requirements Analysis, Workflow Management, Process Optimization

    4.8 stars, 72 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (72) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    CertNexus

    CertNexus Certified Artificial Intelligence Practitioner

    Skills you'll gain: Model Evaluation, Classification And Regression Tree (CART), Data Ethics, Applied Machine Learning, Model Training, Unsupervised Learning, Convolutional Neural Networks, Random Forest Algorithm, Data Preprocessing, Data Analysis, Regression Analysis, Responsible AI, Recurrent Neural Networks (RNNs), Data Collection, Compliance Training, Regulatory Compliance, Test Tools, Learning Strategies, Test Planning, Goal Setting

    4.6 stars, 340 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.6 (340) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Simplilearn

    Supervised Learning Regression Classification Clustering

    Skills you'll gain: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Regression Analysis, Machine Learning Methods, Classification Algorithms, Machine Learning Algorithms, Machine Learning, Predictive Modeling, Decision Tree Learning, Predictive Analytics, Logistic Regression, Random Forest Algorithm

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • O

    O.P. Jindal Global University

    Leadership and Society

    Skills you'll gain: Crisis Management, Negotiation, Mediation, Conflict Management, Diplomacy, Leadership Development, Organizational Leadership, Leadership Studies, Ethical Standards And Conduct, Leadership, Public Affairs, Business Leadership, Emergency Response, Strategic Leadership, Policy Development, Human Services, Policy Analysis, Research, and Development, International Relations, Economics, Governance

    4.7 stars, 53 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (53) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • T

    The Chinese University of Hong Kong

    Basic Modeling for Discrete Optimization

    Skills you'll gain: Operations Research, Model Optimization, Applied Mathematics, Mathematical Modeling, Problem Solving, Process Modeling, Mathematical Software, Combinatorics, Graph Theory, Computational Logic, Computational Thinking, Data Structures

    4.8 stars, 460 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (460) · Intermediate · Course · 1 - 4 Weeks

    Category: Free
    Free
  • U

    University of Alberta

    Science Literacy

    Skills you'll gain: Scientific Methods, Science and Research, General Science and Research, Research Methodologies, Research, Research Design, Peer Review, Experimentation, Media and Communications, Correlation Analysis, Journalism, Statistical Analysis, Probability & Statistics, Descriptive Statistics, Communication

    4.4 stars, 290 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (290) · Beginner · Course · 1 - 3 Months

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

  • Data Warehousing and Business Intelligence: University of California, Irvine
  • Toma de decisiones financieras: Universidad Nacional Autónoma de México
  • Retail Digital Supply Chain: University of Pennsylvania
  • Organize Projects and Measure Productivity with Scrum: Google
  • Neural Networks and Random Forests: LearnQuest
  • Supply Chain Software Tools: Unilever
  • Generative AI: Revolutionizing Business Analysis Techniques: SkillUp
  • CertNexus Certified Artificial Intelligence Practitioner: CertNexus
  • Supervised Learning Regression Classification Clustering: Simplilearn
  • Leadership and Society: O.P. Jindal Global University

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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