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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


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    U

    University of Colorado Boulder

    Introduction to Python for Scientific Computing

    Skills you'll gain: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Jupyter, Data Analysis, Computer Programming

    4.9
    Rating, 4.9 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

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    I

    IBM

    Application Security for Developers and DevOps Professionals

    Skills you'll gain: Open Web Application Security Project (OWASP), Secure Coding, Application Security, Security Testing, DevSecOps, Threat Modeling, Vulnerability Scanning, Continuous Monitoring, Vulnerability Assessments, Application Performance Management, System Monitoring, Development Environment, Data Security, Software Development Life Cycle

    4.7
    Rating, 4.7 out of 5 stars
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    244 reviews

    Intermediate · Course · 1 - 4 Weeks

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    C

    Columbia University

    HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective)

    Skills you'll gain: Value-Based Care, Health Informatics, Care Coordination, Analytics, Health Care Administration, Data Analysis, Interoperability, Healthcare Ethics, Health Care, Health Systems, Health Technology, Electronic Medical Record, Patient-centered Care, Telehealth, Predictive Modeling, Data Sharing

    4.7
    Rating, 4.7 out of 5 stars
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    142 reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of California San Diego

    Delivery Problem

    Skills you'll gain: Combinatorics, Theoretical Computer Science, Algorithms, Graph Theory, Computational Thinking, Operations Research, Applied Mathematics, Python Programming, Mathematical Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    375 reviews

    Beginner · Course · 1 - 4 Weeks

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    F

    Fractal Analytics

    Generative AI for Developers

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Generative Model Architectures, Code Review, Data Ethics, Artificial Intelligence, Object Oriented Programming (OOP), Large Language Modeling, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Artificial Neural Networks, Maintainability, Computer Programming, Data Cleansing, Debugging, Problem Solving, Critical Thinking, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    194 reviews

    Beginner · Specialization · 1 - 3 Months

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    M

    Microsoft

    Preparing for AI-900: Microsoft Azure AI Fundamentals exam

    Skills you'll gain: Natural Language Processing, Microsoft Azure, Computer Vision, No-Code Development, Machine Learning, AI Workflows, Predictive Modeling, Artificial Intelligence, Responsible AI, Model Deployment

    4.7
    Rating, 4.7 out of 5 stars
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    196 reviews

    Beginner · Course · 1 - 4 Weeks

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    E

    Erasmus University Rotterdam

    Business Model Innovation for Sustainable Landscape Restoration

    Skills you'll gain: Stakeholder Analysis, Market Opportunities, Business Modeling, Sustainable Development, New Business Development, Key Performance Indicators (KPIs), Sustainable Business, Systems Analysis, Financial Analysis, Systems Thinking, Business Architecture, Innovation, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
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    51 reviews

    Beginner · Course · 1 - 3 Months

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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Electrodynamics

    Skills you'll gain: electromagnetics, Electrical Engineering, Electrical Systems, Differential Equations, Physics, Materials science, Engineering Analysis, Applied Mathematics, Electronic Components, Advanced Mathematics, Scientific Visualization, Visualization (Computer Graphics), Engineering Calculations, Mechanics, Energy and Utilities, Electronics, Mathematical Modeling, Calculus

    4.7
    Rating, 4.7 out of 5 stars
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    960 reviews

    Intermediate · Specialization · 3 - 6 Months

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    U

    University of Maryland, College Park

    Master Class for Corporate Entrepreneurs

    Skills you'll gain: Proposal Development, Innovation, Market Opportunities, Entrepreneurship, Business Modeling, New Business Development, Corporate Strategy, Corporate Finance, New Product Development, Strategic Thinking, Business Strategy, Value Propositions

    4.8
    Rating, 4.8 out of 5 stars
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    127 reviews

    Beginner · Course · 1 - 4 Weeks

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    J

    Johns Hopkins University

    Foundations of Healthcare Systems Engineering

    Skills you'll gain: Verification And Validation, Health Systems, Systems Engineering, Model Based Systems Engineering, Health Technology, Healthcare Industry Knowledge, Systems Integration, Requirements Analysis, Enterprise Architecture, Conceptual Design

    4.7
    Rating, 4.7 out of 5 stars
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    300 reviews

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Salesforce Certified AI Associate Certification

    Skills you'll gain: Salesforce Development, Salesforce, Visualforce, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Data Quality, Customer Relationship Management (CRM) Software, Predictive Analytics, Email Automation, Data Management, ChatGPT, Data Capture, Generative AI, Business Ethics

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Innovation and emerging technology: Be disruptive

    Skills you'll gain: Design Thinking, Emerging Technologies, Digital Transformation, Innovation, Business Modeling, Business Transformation, Strategic Thinking, Technology Strategies, Business Strategies, Organizational Change, Augmented Reality, Market Analysis, Virtual Reality, Internet Of Things, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
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    480 reviews

    Beginner · Course · 1 - 3 Months

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

  • Introduction to Python for Scientific Computing: University of Colorado Boulder
  • Application Security for Developers and DevOps Professionals: IBM
  • HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective): Columbia University
  • Delivery Problem: University of California San Diego
  • Generative AI for Developers: Fractal Analytics
  • Preparing for AI-900: Microsoft Azure AI Fundamentals exam: Microsoft
  • Business Model Innovation for Sustainable Landscape Restoration: Erasmus University Rotterdam
  • Electrodynamics: Korea Advanced Institute of Science and Technology(KAIST)
  • Master Class for Corporate Entrepreneurs: University of Maryland, College Park
  • Foundations of Healthcare Systems Engineering: Johns Hopkins University

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