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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


  • G

    Google Cloud

    Pengantar Analisis Data di Google Cloud

    Skills you'll gain: Looker (Software), Data-Driven Decision-Making, Data Analysis, Dashboard, Analytics, Data Visualization Software, Data Storytelling, Big Data, Interactive Data Visualization, Data Presentation, Google Cloud Platform, SQL, Business Analytics, Cloud Storage, Data Warehousing, Data Storage Technologies

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Enterprise Power BI: Deployment, Security, and Integration

    Skills you'll gain: Power BI, Azure Synapse Analytics, Microsoft Azure, Governance, Real Time Data, Enterprise Architecture, Application Deployment, Data Architecture, DevOps, Database Architecture and Administration, Data Integration, Data Security, Microsoft 365, Role-Based Access Control (RBAC), Scalability, Collaborative Software, Version Control

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Deep Learning, Computer Vision, Reinforcement Learning, Predictive Modeling, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Marketing Analytics, Logistic Regression, Cash Flows, Business Analysis, Descriptive Analytics, Strategic Decision-Making, Transfer Learning, Pandas (Python Package), Simulations, Project Planning

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

    Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Exploratory Data Analysis, Model Evaluation, Dimensionality Reduction, Data Science, Descriptive Analytics, Supervised Learning, Plot (Graphics), Matplotlib, Predictive Modeling, Regression Analysis, Data Visualization, Data Analysis, Machine Learning Algorithms, Visualization (Computer Graphics), Pandas (Python Package), Data-Driven Decision-Making, Data Visualization Software

    Credit offered

    Mastertrack · 6 - 12 Months

  • P

    Pontificia Universidad Católica de Chile

    Diplomado en Analítica de los Negocios

    Skills you'll gain: Descriptive Analytics, Model Evaluation, Logistic Regression, Business Analytics, Predictive Analytics, Data Mining, Dimensionality Reduction, Plot (Graphics), Data-Driven Decision-Making, Data Analysis, R Programming, Statistical Modeling, Big Data, Visualization (Computer Graphics), Predictive Modeling, Data Modeling, Analytics, Analytical Skills, Data Visualization Software, Statistical Visualization

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    University of Colorado Boulder

    Engineering Management Graduate Certificate

    Skills you'll gain: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Engineering Management, Financial Analysis, Milestones (Project Management), Financial Statement Analysis, Cost Estimation, Personal Development, Environmental Social And Corporate Governance (ESG), Team Leadership, Stakeholder Management, Resilience, Agile Project Management, Capital Budgeting, Self-Awareness, Project Risk Management, Financial Modeling

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • P

    Pontificia Universidad Católica de Chile

    Magíster en Inversiones y Finanzas Aplicadas

    Skills you'll gain: Financial Statement Analysis, Descriptive Analytics, Financial Statements, FinTech, Business Valuation, Derivatives, Social Determinants Of Health, Gerontology, Strategic Decision-Making, Portfolio Management, Customer Analysis, Credit Risk, Risk Analysis, Governance, Digital Transformation, Advanced Encryption Standard (AES), Leadership, Object Oriented Programming (OOP), Financial Analysis, Health Policy

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Maestría en Gerencia de la Ingeniería

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Organizational Strategy, Classification Algorithms, Engineering Management, Product Management, Technology Strategies, Business Modeling, Oral Expression, Systems Thinking, Project Management, Prototyping, Feasibility Studies, Infrastructure Security, Financial Statements, Environmental Management Systems, Asset Management, Project Risk Management, Operations Research, Team Management, Operational Efficiency

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Huddersfield

    MSc Management

    Skills you'll gain: Research Methodologies, Strategic Decision-Making, Negotiation, Intercultural Competence, Stakeholder Management, Organizational Leadership, Research Design, Research, Data Analysis, Self-Motivation, Digital Media Strategy, Business Management, Data Collection, Goal Setting, Leadership and Management, Team Leadership, Collaboration, Resilience, Smart Goals, Organizational Strategy

    Earn a degree

    Degree · 1 - 4 Years

  • H

    HEC Paris

    Innovation Management and Entrepreneurship University Certificate

    Skills you'll gain: New Product Development, Social Media Strategy, Business Strategy, Supplier Relationship Management, Ideation, Entrepreneurship, Social Media Marketing, Social Impact, Product Development, Stakeholder Engagement, Social Media, Strategic Sourcing, Innovation, Decision Making, Content Marketing, Process Analysis, Project Controls, Business Operations, Business Planning, Competitive Analysis

    University Certificate · 6 - 12 Months

  • H

    HEC Paris

    Leading Innovation With Creativity University Certificate

    Skills you'll gain: Design Thinking, Active Listening, Innovation, Organizational Structure, Creativity, Creative Thinking, Talent Management, Self-Awareness, Entrepreneurship, Consumer Behaviour, Organizational Effectiveness, Creative Problem-Solving, User Research, Intellectual Property, Technology Strategies, Business Strategy, Leadership, Ideation, Strategic Decision-Making, Emotional Intelligence

    University Certificate · 6 - 12 Months

  • U

    University of Leeds

    Master of Science in Data Science (Statistics)

    Skills you'll gain: Data Ethics, Data Presentation, Regression Analysis, Web Scraping, Data Storytelling, Statistical Hypothesis Testing, Matplotlib, Bayesian Statistics, Data Analysis, Statistical Machine Learning, Model Evaluation, Exploratory Data Analysis, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Data Visualization, Applied Machine Learning, Statistical Modeling, Data Preprocessing, Linear Algebra

    Earn a degree

    Degree · 1 - 4 Years

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

  • Pengantar Analisis Data di Google Cloud: Google Cloud
  • Enterprise Power BI: Deployment, Security, and Integration: Microsoft
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Diplomado en Analítica de los Negocios: Pontificia Universidad Católica de Chile
  • Engineering Management Graduate Certificate: University of Colorado Boulder
  • Magíster en Inversiones y Finanzas Aplicadas: Pontificia Universidad Católica de Chile
  • Maestría en Gerencia de la Ingeniería: Universidad de los Andes
  • MSc Management: University of Huddersfield
  • Innovation Management and Entrepreneurship University Certificate: HEC Paris

Skills you can learn in Software Development

Programming Language (34)
Google (25)
Computer Program (21)
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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