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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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    EDUCBA

    Linear Regression with R: Build & Optimize

    Skills you'll gain: Model Evaluation, Regression Analysis, Applied Machine Learning, Data Visualization, Statistical Modeling, Feature Engineering, Predictive Modeling, Data Analysis, R Programming, Predictive Analytics, Exploratory Data Analysis, Supervised Learning, Statistical Analysis, Correlation Analysis, Probability & Statistics, Data Manipulation, Linear Algebra, Statistical Hypothesis Testing

    Mixed · Course · 1 - 4 Weeks

  • I

    Indian School of Business

    Certificate in Strategic Leadership

    Skills you'll gain: Business Strategy, Crisis Management, Strategic Planning, Strategic Leadership, Professional Development, Business Leadership, Growth Strategies, Business Modeling, Leadership Development, Leadership, Leadership and Management, Competitive Analysis, Stakeholder Communications, Competitive Intelligence, Team Leadership, Business Ethics, Strategic Decision-Making, Value Propositions, Market Analysis, Market Opportunities

    University Certificate · 6 - 12 Months

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    LearnQuest

    Strategic Foundations for CRO Leadership

    Skills you'll gain: Sales Pipelines, Sales Process, Sales Management, Regional Sales, Sales Territory Management, Sales Strategy, Sales Training, Talent Management, Revenue Management, Cross-Functional Team Leadership, Employee Coaching, Customer Relationship Management (CRM) Software, Data-Driven Decision-Making, Target Market, Market Opportunities, Marketing Analytics, Recruitment, Key Performance Indicators (KPIs)

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Splunk Knowledge Objects: Analyze & Visualize Data

    Skills you'll gain: Splunk, Pivot Tables And Charts, Data Analysis Expressions (DAX), Unstructured Data, Data Visualization Software, Data Modeling, Dashboard, Text Mining, Data Wrangling, Taxonomy, Management Reporting, Data Integration, Data Transformation, Workflow Management, Statistical Reporting, Data Manipulation, Event Monitoring, Continuous Monitoring, Role-Based Access Control (RBAC), Scheduling

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Microsoft

    Ethical Selling and Market Adaptation

    Skills you'll gain: Sales Strategy, Data Ethics, Microsoft Copilot, General Sales Practices, Sales Training, Sales, Risking, Responsible AI, Ethical Standards And Conduct, Sales Enablement, Business Ethics, Law, Regulation, and Compliance, AI Personalization, Information Privacy, Legal Risk, Continuous Monitoring, Forecasting, Decision Making, Market Analysis, Customer Engagement

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Hands-On Python Challenge: TrendWave Media

    Skills you'll gain: Data Presentation, Data Storytelling, Technical Documentation, Data Science, Version Control, Data Analysis, Data Processing, Data Cleansing, Analytical Skills, Project Planning, Business Analysis, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Big Data with Hadoop: Apply MapReduce, Pig & Hive

    Skills you'll gain: Apache Hive, Big Data, JSON, Case Studies, Apache Hadoop, People Analytics, Policty Analysis, Research, and Development, Analytics, Data Analysis, Social Sciences, Data Wrangling, Data-Driven Decision-Making, Data Preprocessing, Data Processing, Business Analytics, Data Manipulation, Data Transformation, Query Languages, Debugging, Demography

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    AWS Developer: Unit 5

    Skills you'll gain: Amazon CloudWatch, AWS Kinesis, Application Performance Management, System Monitoring, Cloud Applications, Performance Tuning, Real Time Data, Analytics, Amazon S3, Debugging, Anomaly Detection, Network Troubleshooting, Ad Hoc Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    LearnQuest

    No-Code Model Evaluation, Communication, and Business Impact

    Skills you'll gain: Responsible AI, Model Evaluation, Business Analytics, Dashboard, Business Analysis, Data Ethics, Analysis, Analytical Skills, Performance Analysis, Predictive Analytics, Business Metrics, Business Communication, Performance Measurement, Regional Sales, Data-Driven Decision-Making, Technical Communication, Key Performance Indicators (KPIs), Continuous Quality Improvement (CQI), Process Improvement and Optimization, Performance Testing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Exploring Data Transformation with Google Cloud - Português Brasileiro

    Skills you'll gain: Real Time Data, Digital Transformation, Data Strategy, Data Governance, Google Cloud Platform, Data Management, Looker (Software), Cloud Storage, Data Transformation, Data Storage, Business Intelligence, Data Migration, Data-Driven Decision-Making

    Beginner · Course · 1 - 3 Months

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    Packt

    Build Better Products With User-Centered Design

    Skills you'll gain: Research Methodologies, User Research, Ideation, Team Building, UI/UX Research, Usability Testing, Team Oriented, Product Design, User Centered Design, User Experience, Product Development, Performance Measurement, Product Improvement, Innovation, Prioritization, UI/UX Strategy, Agile Product Development, A/B Testing, Customer Engagement, Product Requirements

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Introduction to Website Development Technologies

    Skills you'll gain: Bootstrap (Front-End Framework), Development Environment, HTML and CSS, Responsive Web Design, Version Control, Front-End Web Development, Git (Version Control System), Application Deployment, Integrated Development Environments, Web Development Tools, Cloud Hosting

    Beginner · Course · 1 - 3 Months

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

  • Linear Regression with R: Build & Optimize: EDUCBA
  • Certificate in Strategic Leadership: Indian School of Business
  • Strategic Foundations for CRO Leadership: LearnQuest
  • Splunk Knowledge Objects: Analyze & Visualize Data: EDUCBA
  • Ethical Selling and Market Adaptation: Microsoft
  • Hands-On Python Challenge: TrendWave Media: Coursera
  • Big Data with Hadoop: Apply MapReduce, Pig & Hive: EDUCBA
  • AWS Developer: Unit 5: Pearson
  • No-Code Model Evaluation, Communication, and Business Impact: LearnQuest
  • Exploring Data Transformation with Google Cloud - Português Brasileiro: Google Cloud

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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