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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


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    Peking University

    电磁学下——恒磁场与时变电磁场

    Skills you'll gain: electromagnetics, Electrical Systems, Electrical Engineering, Physics, Materials science, Integral Calculus, Calculus, Mathematical Modeling

    5
    Rating, 5 out of 5 stars
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    15 reviews

    Mixed · Course · 1 - 3 Months

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    Parsons School of Design, The New School

    Aprovechar el Diseño para Detectar Oportunidades de Negocio

    Skills you'll gain: Project Portfolio Management, Design Thinking, Risk Management, Strategic Thinking, Market Opportunities, Business Modeling, Design Strategies, Business Architecture, Human Centered Design, Innovation, Customer experience strategy (CX), Creativity, Ethical Standards And Conduct

    4.8
    Rating, 4.8 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

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    R

    Rutgers the State University of New Jersey

    AI Concepts and Strategy

    Skills you'll gain: Generative AI, Artificial Intelligence, AI Product Strategy, Data Ethics, Responsible AI, Large Language Modeling, Strategic Thinking, Risk Management, Natural Language Processing, Machine Learning Methods

    4.5
    Rating, 4.5 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Polar Peril

    Skills you'll gain: Climate Change Programs, Environment, Environmental Science, Mathematical Modeling, Environmental Monitoring, Physical Science, Hydrology, Simulations

    4.9
    Rating, 4.9 out of 5 stars
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    15 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    D

    Duke University

    Data Science for Agile Decision-Making

    Skills you'll gain: Data-Driven Decision-Making, Strategic Decision-Making, Business Analytics, Business Intelligence, Analytics, Data Literacy, Decision Making, Forecasting, Data Science, Operational Analysis, Data Analysis, Market Intelligence, Predictive Analytics, Artificial Intelligence

    4.4
    Rating, 4.4 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Bayesian Statistics: Excel to Python A/B Testing

    Skills you'll gain: Bayesian Statistics, A/B Testing, Microsoft Excel, Statistical Machine Learning, Statistical Modeling, Predictive Analytics, Business Analytics, Data Analysis, Advanced Analytics, Probability & Statistics, Decision Making, Health Informatics, Statistical Programming, Markov Model

    Mixed · Course · 1 - 4 Weeks

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    N

    Nanjing University

    天文探秘

    Skills you'll gain: Physical Science, Physics, Mechanics, Simulations, Environment, Visualization (Computer Graphics), General Science and Research, Energy and Utilities, Scientific Methods, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    82 reviews

    Mixed · Course · 1 - 3 Months

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    U

    University of Colorado Boulder

    Approximation Methods

    Skills you'll gain: Numerical Analysis, Applied Mathematics, Mathematical Modeling, Differential Equations, Physics

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Glasgow

    Deep learning in Electronic Health Records - CDSS 2

    Skills you'll gain: Deep Learning, Recurrent Neural Networks (RNNs), Data Preprocessing, Artificial Neural Networks, Convolutional Neural Networks, Model Evaluation, Health Informatics, Electronic Medical Record, Data Cleansing, Feature Engineering, Time Series Analysis and Forecasting, Predictive Modeling, Classification Algorithms

    4
    Rating, 4 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    S

    Sungkyunkwan University

    The Fundamental of Data-Driven Investment

    Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Performance Analysis, R Programming, Time Series Analysis and Forecasting, Risk Analysis, Financial Analysis, Financial Modeling, Financial Data, Statistical Programming, Regression Analysis, Data Manipulation, Data Visualization

    4.4
    Rating, 4.4 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Preparing to Secure Your Startup Funding with Pitch Canvas

    Skills you'll gain: Case Studies, Business Planning, Entrepreneurship, Business Modeling, Presentations, Stakeholder Engagement, Financial Analysis, Value Propositions, Customer Engagement, Team Oriented, Innovation, Leadership

    4.5
    Rating, 4.5 out of 5 stars
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    10 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Cloud Computing: Infrastructure and Platforms

    Skills you'll gain: Virtualization, Cloud-Native Computing, Network Security, Cloud Computing, Amazon Web Services, Infrastructure as Code (IaC), Cloud Computing Architecture, Virtual Machines, Network Troubleshooting, Cloud Platforms, Cloud Storage, Hyper-V, Virtual Networking, Software-Defined Networking, Cloud Infrastructure, VMware ESX Servers, Network Monitoring, Threat Modeling, Data Centers, Cloud Security

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    30 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • 电磁学下——恒磁场与时变电磁场: Peking University
  • Aprovechar el Diseño para Detectar Oportunidades de Negocio: Parsons School of Design, The New School
  • AI Concepts and Strategy: Rutgers the State University of New Jersey
  • Polar Peril: University of Colorado Boulder
  • Data Science for Agile Decision-Making: Duke University
  • Bayesian Statistics: Excel to Python A/B Testing: EDUCBA
  • 天文探秘: Nanjing University
  • Approximation Methods: University of Colorado Boulder
  • Deep learning in Electronic Health Records - CDSS 2: University of Glasgow
  • The Fundamental of Data-Driven Investment: Sungkyunkwan University

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