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  • Predictive Modeling

Predictive Modeling Courses

Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.


Popular Predictive Modeling Courses and Certifications


  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Data Analysis with Python

    Skills you'll gain: Unsupervised Learning, Regression Analysis, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Machine Learning, Analytics, Predictive Modeling, Statistical Analysis, Applied Machine Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning Methods, Feature Engineering, Data Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    28 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    Università di Napoli Federico II

    Autonomous Aerospace Systems

    Skills you'll gain: Control Systems, Systems Architecture, Simulation and Simulation Software, Global Positioning Systems, Automation, Mechanical Engineering, Computer Vision, Mathematical Modeling, Estimation, Real Time Data, Business Intelligence

    4.5
    Rating, 4.5 out of 5 stars
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    37 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    B

    Board Infinity

    Generative AI: Prompt Engineering Basics

    Skills you'll gain: Responsible AI, Debugging

    4.7
    Rating, 4.7 out of 5 stars
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    41 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    GIS Applications Across Industries

    Skills you'll gain: ArcGIS, Geographic Information Systems, Public Health and Disease Prevention, Public Health, Land Management, Geospatial Information and Technology, Geospatial Mapping, Spatial Analysis, Epidemiology, Community Health, Spatial Data Analysis, Social Determinants Of Health, Emergency Response, Environmental Science, Natural Resource Management, Emergency Services, Business Development, Environment and Resource Management, Hazard Analysis, 3D Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    87 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    ESADE Business and Law School

    Empresa familiar: gestión, dirección y sucesión

    Skills you'll gain: Family Therapy, Succession Planning, Business Modeling, Business Management, Organizational Structure, Governance, Systems Thinking, Business Systems, Technology Strategies, Business, Family Support, Business Leadership, Business Strategy, Risk Management Framework, Innovation, Business Transformation, Entrepreneurship, Human Resource Strategy, Economics, Leadership

    4.6
    Rating, 4.6 out of 5 stars
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    174 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Diabetes Disease Detection with XG-Boost and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Data Presentation, Applied Machine Learning, Machine Learning Methods, Predictive Modeling, Deep Learning, Classification And Regression Tree (CART), Data Analysis, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Statistical Analysis, Feature Engineering, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Illinois Urbana-Champaign

    Innovation: From Creativity to Entrepreneurship Capstone

    Skills you'll gain: Creative Thinking, Creativity, Innovation, Business Modeling, Strategic Thinking, Entrepreneurship, Strategic Planning, Business Strategies, Business Development, New Business Development, Business Analysis, Entrepreneurial Finance, Collaboration, Case Studies, Analysis, Financial Analysis, Performance Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    86 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    F

    Fractal Analytics

    Generative AI Essentials: A Comprehensive Introduction

    Skills you'll gain: Responsible AI, Data Ethics, Large Language Modeling, Innovation, Critical Thinking

    4.2
    Rating, 4.2 out of 5 stars
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    47 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    N

    Northeastern University

    Intro to Improving the Patient Experience Through Analytics

    Skills you'll gain: Patient-centered Care, Health Informatics, Patient Communication, Healthcare Industry Knowledge, Health Technology, Analytics, Data Analysis, Predictive Analytics, Innovation, Big Data, Data-Driven Decision-Making, Decision Support Systems, Social Determinants Of Health, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
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    U

    Universidad de los Andes

    Fundamentos del uso de IA generativa

    Skills you'll gain: Prompt Patterns, Responsible AI, LLM Application, Ethical Standards And Conduct, Content Creation

    4.7
    Rating, 4.7 out of 5 stars
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    50 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Proactive Computer Security

    Skills you'll gain: Open Web Application Security Project (OWASP), Penetration Testing, Metasploit, Security Testing, Exploit development, Security Strategy, Threat Modeling, Vulnerability Assessments, Cyber Security Assessment, Security Management, Vulnerability Scanning, Cyber Threat Intelligence, Threat Detection

    4.7
    Rating, 4.7 out of 5 stars
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    262 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    Introduction to Network Automation

    Skills you'll gain: Software-Defined Networking, Network Engineering, Network Architecture, Scripting, Application Programming Interface (API), Data Modeling, General Networking, Network Planning And Design, Automation, Network Infrastructure, Linux Commands, Python Programming, Network Protocols, Command-Line Interface

    4.7
    Rating, 4.7 out of 5 stars
    ·
    83 reviews

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular predictive modeling courses

  • Data Analysis with Python: University of Colorado Boulder
  • Autonomous Aerospace Systems: Università di Napoli Federico II
  • Generative AI: Prompt Engineering Basics: Board Infinity
  • GIS Applications Across Industries: University of California, Davis
  • Empresa familiar: gestión, dirección y sucesión: ESADE Business and Law School
  • Diabetes Disease Detection with XG-Boost and Neural Networks: Coursera
  • Innovation: From Creativity to Entrepreneurship Capstone: University of Illinois Urbana-Champaign
  • Generative AI Essentials: A Comprehensive Introduction: Fractal Analytics
  • Intro to Improving the Patient Experience Through Analytics: Northeastern University
  • Fundamentos del uso de IA generativa: Universidad de los Andes

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