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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


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    Whizlabs

    Java: Arrays, Loops, Methods, and Encapsulation

    Skills you'll gain: Object Oriented Design, Computer Programming

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Putting SQL to Work: The TechMart Challenge

    Skills you'll gain: SQL, Business Reporting, Performance Reporting, Data Cleansing, Data Analysis, Query Languages, Database Development, Analytical Skills, Prompt Engineering Tools, Data Transformation, Business Analysis, Technical Communication

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Survey of Data Science

    Skills you'll gain: Data Mining, Logistic Regression, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    Packt

    The Lean-Agile Way: Mastering Value Stream Management

    Skills you'll gain: Lean Methodologies, Data-Driven Decision-Making, Kaizen Methodology, Process Improvement, Workflow Management, Operational Efficiency, Scaled Agile Framework, Process Mapping, Business Process, Agile Methodology, Sprint Retrospectives, Business Transformation, Business Process Modeling, Value Engineering, Agile Product Development, Continuous Improvement Process, Agile Project Management

    Intermediate · Course · 1 - 3 Months

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    H2O.ai

    H2O GPTe Learning Path

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, AI Enablement, Generative AI, Web Applications, Artificial Intelligence, Data Processing, Prompt Engineering, Agentic systems, Application Development, Application Programming Interface (API), Automation

    Intermediate · Course · 1 - 3 Months

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    Packt

    Empathy-Driven Leadership and Innovation

    Skills you'll gain: Empathy, Business Leadership, Diversity and Inclusion, Interpersonal Communications, Leadership, Leadership and Management, Business Transformation, Strategic Leadership, Emotional Intelligence, Communication Strategies, Organizational Leadership, Non-Verbal Communication, Team Management, Team Performance Management, Innovation, People Management, Organizational Change, Communication, Sales, Marketing Strategies

    Beginner · Course · 1 - 3 Months

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    Starweaver

    Foundations of Cybersecurity Operations

    Skills you'll gain: Threat Detection, Identity and Access Management, Incident Response, Cybersecurity, Cyber Attacks, Cyber Security Strategy, Threat Management, Zero Trust Network Access, MITRE ATT&CK Framework, Security Management, Cyber Security Policies, Security Awareness, Security Information and Event Management (SIEM), Security Controls, Endpoint Security, User Accounts, General Data Protection Regulation (GDPR)

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Linux Shell Scripting: Build, Automate & Troubleshoot

    Skills you'll gain: Shell Script, Bash (Scripting Language), Linux Commands, Unix Shell, Linux, Scripting, Unix Commands, Scripting Languages, Debugging, Command-Line Interface, File I/O, Programming Principles

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Comparable Company Valuation – Core Concepts & Methods

    Skills you'll gain: Cash Flows, Balance Sheet, Business Valuation, Working Capital, Financial Statement Analysis, Financial Analysis, Operational Performance Management, Equities, Financial Modeling, Financial Accounting, Performance Analysis, Benchmarking, Enterprise Modeling, Financial Data

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Algorithm Alchemy: Unlocking the Secrets of Machine Learning

    Skills you'll gain: Autoencoders, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Tensorflow, Classification Algorithms, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Design for Impact: A Guide to Product Experimentation

    Skills you'll gain: User Experience, User Experience Design, UI/UX Research, Usability Testing, User Research, UI/UX Strategy, A/B Testing, Design Research, Prioritization, Data Literacy, Usability, Product Improvement, Process Design, Business Priorities, Kanban Principles, Product Testing, Business Research, Creative Design, Statistical Hypothesis Testing, Business Strategy

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Data Warehousing and Integration Part 2

    Skills you'll gain: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability

    Mixed · Course · 1 - 3 Months

Searches related to decision tree

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

  • Java: Arrays, Loops, Methods, and Encapsulation: Whizlabs
  • Putting SQL to Work: The TechMart Challenge: Coursera
  • Survey of Data Science: Packt
  • The Lean-Agile Way: Mastering Value Stream Management: Packt
  • H2O GPTe Learning Path: H2O.ai
  • Empathy-Driven Leadership and Innovation: Packt
  • Foundations of Cybersecurity Operations: Starweaver
  • Linux Shell Scripting: Build, Automate & Troubleshoot: EDUCBA
  • Comparable Company Valuation – Core Concepts & Methods: EDUCBA
  • Algorithm Alchemy: Unlocking the Secrets of Machine Learning: Packt

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

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