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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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    Starweaver

    Business Process Modelling

    Skills you'll gain: Business Workflow Analysis, Workflow Management, Process Improvement, Business Systems Analysis, Diagram Design, Project Scoping, Data Flow Diagrams (DFDs), Process Management, Business Process Management, Business Analysis, Service Design, System Design and Implementation, Business Management, Stakeholder Engagement, Stakeholder Communications

    4.7
    Rating, 4.7 out of 5 stars
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    112 reviews

    Beginner · Course · 1 - 4 Weeks

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    Epic Games

    Epic Games Game Design

    Skills you'll gain: Unreal Engine, Game Design, Video Game Development, Animation and Game Design, Ideation, 3D Modeling, Visualization (Computer Graphics), Software Design Documents, 3D Assets, User Experience Design, Computer Graphics, Usability, User Interface (UI), User Experience, User Interface (UI) Design, Interactive Design, Virtual Environment, Version Control, Conceptual Design, Prototyping

    4.3
    Rating, 4.3 out of 5 stars
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    561 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    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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    958 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Copenhagen Business School

    Social Entrepreneurship

    Skills you'll gain: Social Impact, Growth Strategies, Team Oriented, Marketing Communications, Business Modeling, Business Planning, Sustainable Development, Organizational Structure, Entrepreneurship, Market Opportunities, Communication Strategies, Business Strategy, Strategic Partnership, Community Development, Sustainable Business, Performance Measurement, Fundraising, Entrepreneurial Finance, Needs Assessment, Team Building

    4.6
    Rating, 4.6 out of 5 stars
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    406 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Data Mining Pipeline

    Skills you'll gain: Data Mining, Data Warehousing, Data Pipelines, Data Preprocessing, Data Modeling, Data Integration, Data Cleansing, Model Evaluation, Data Analysis, Exploratory Data Analysis, Data Manipulation, Data Quality, Applied Machine Learning, Statistical Modeling

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
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    108 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica de Chile

    Introducción a los modelos de demanda de transporte

    Skills you'll gain: Data Collection, Transportation Operations, Surveys, Quantitative Research, Mathematical Modeling, Predictive Modeling, Statistical Methods, Regression Analysis, Model Evaluation, Logistic Regression, Spatial Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    462 reviews

    Intermediate · Course · 1 - 3 Months

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    Fred Hutchinson Cancer Center

    Practical Steps for Building Fair AI Algorithms

    Skills you'll gain: ChatGPT, Responsible AI, Generative AI, Data Ethics, Algorithms, Artificial Intelligence, Predictive Analytics, Record Keeping, Diversity Awareness, Health Equity, Model Evaluation, Case Studies

    Beginner · Course · 1 - 4 Weeks

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    Universidade de São Paulo

    Laboratório de Programação Orientada a Objetos - Parte 1

    Skills you'll gain: Model View Controller, Unified Modeling Language, Object Oriented Programming (OOP), Software Design Patterns, Object Oriented Design, Java, Software Design, Computer Programming, Debugging, Programming Principles, Software Testing

    4.8
    Rating, 4.8 out of 5 stars
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    186 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Foundations of Data Structures and Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Public Key Cryptography Standards (PKCS), Cryptography, Programming Principles, Computational Thinking, Pseudocode, Design Strategies, Data Encryption Standard, Computer Science, Tree Maps, Encryption, Linear Algebra, Combinatorics, Mathematical Modeling, Advanced Mathematics, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    907 reviews

    Advanced · Specialization · 3 - 6 Months

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    Kennesaw State University

    AI for Everyday Life

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, Responsible AI, Gemini, Claude Code, Artificial Intelligence, Communication, Social Skills, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    119 reviews

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Generative AI in HR - Impact and Application of Gen AI

    Skills you'll gain: Responsible AI, HR Tech, Employee Engagement, Human Resources, Generative AI, Data Ethics, Talent Recruitment, Talent Acquisition, Human Resource Strategy, Recruitment, Trend Analysis, Employee Training, Employee Retention, Data-Driven Decision-Making, Workforce Development, Workforce Planning

    4.3
    Rating, 4.3 out of 5 stars
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    248 reviews

    Beginner · Course · 1 - 4 Weeks

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    Peking University

    生物信息学: 导论与方法

    Skills you'll gain: Bioinformatics, Markov Model, Informatics, Biostatistics, Biomedical Technology, Life Sciences, Molecular Biology, Big Data, Database Software, Data Mining, Computational Thinking, Biology, Algorithms, Data Processing, Predictive Modeling, Statistical Methods

    4.8
    Rating, 4.8 out of 5 stars
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    189 reviews

    Mixed · Course · 3 - 6 Months

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

  • Business Process Modelling: Starweaver
  • Epic Games Game Design: Epic Games
  • Electrodynamics: Korea Advanced Institute of Science and Technology(KAIST)
  • Social Entrepreneurship: Copenhagen Business School
  • Data Mining Pipeline: University of Colorado Boulder
  • Introducción a los modelos de demanda de transporte: Pontificia Universidad Católica de Chile
  • Practical Steps for Building Fair AI Algorithms: Fred Hutchinson Cancer Center
  • Laboratório de Programação Orientada a Objetos - Parte 1: Universidade de São Paulo
  • Foundations of Data Structures and Algorithms: University of Colorado Boulder
  • AI for Everyday Life: Kennesaw State University

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