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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

    Universidad de los Andes

    Analítica de Procesos: Optimización desde los Datos

    Skills you'll gain: Process Analysis, Process Improvement, Process Improvement and Optimization, Business Process, Process Optimization, Business Process Modeling, Data Transformation, Performance Analysis, Simulation and Simulation Software, Data-Driven Decision-Making, Automation

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    99 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    I

    Illinois Tech

    Introduction to Data Science Techniques

    Skills you'll gain: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    21 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Maryland, College Park

    AI in Digital Marketing

    Skills you'll gain: Digital Marketing, Marketing Strategies, Customer Engagement, Marketing Analytics, AI Enablement, Content Marketing, Generative AI, Social Media Marketing, Data-Driven Decision-Making, Responsible AI, Customer Insights, Brand Strategy, Business Ethics, Predictive Analytics

    4.5
    Rating, 4.5 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    P

    Packt

    PyTorch Ultimate 2024 - From Basics to Cutting-Edge

    Skills you'll gain: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Applied Machine Learning, Vision Transformer (ViT), Image Analysis, Machine Learning, Computer Vision, Artificial Neural Networks, Artificial Intelligence, Unsupervised Learning, Python Programming, Embeddings, Data Preprocessing

    4.5
    Rating, 4.5 out of 5 stars
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    66 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free
    Free
    C

    Coursera

    Data Science Coding Challenge: Loan Default Prediction

    Skills you'll gain: Applied Machine Learning, Jupyter, Predictive Modeling, Machine Learning, Data Manipulation, Data Preprocessing, Data Science, Model Evaluation, Data Analysis, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    108 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    E

    ESSEC Business School

    Nouveaux modèles économiques des associations

    Skills you'll gain: Business Transformation, Business Modeling, Social Impact, Strategic Partnership, Organizational Change, Resource Management, Sustainable Business, Innovation, Economics, Public Policies, Human Resources

    4.6
    Rating, 4.6 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

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    2

    28DIGITAL

    Impact from Digital Transformation: Full course

    Skills you'll gain: Digital Transformation, Business Transformation, Corporate Strategy, Business Strategy, Organizational Change, Technology Strategies, Case Studies, Predictive Modeling, Emerging Technologies, Innovation, Strategic Decision-Making

    4.6
    Rating, 4.6 out of 5 stars
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    69 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Factorial and Fractional Factorial Designs

    Skills you'll gain: Experimentation, Statistical Analysis, Statistical Methods, Variance Analysis, Data Analysis, Sample Size Determination, Statistical Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    81 reviews

    Intermediate · Course · 1 - 4 Weeks

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    B

    Board Infinity

    Generative AI: Prompt Engineering Basics

    Skills you'll gain: Responsible AI, LLM Application, Model Evaluation, Scripting, Debugging

    4.7
    Rating, 4.7 out of 5 stars
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    72 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Health Data Science Foundation

    Skills you'll gain: Health Informatics, Deep Learning, Health Information Management, Machine Learning, Health Care, Artificial Neural Networks, Applied Machine Learning, Supervised Learning, Model Evaluation, Unsupervised Learning, Convolutional Neural Networks, Program Development, Predictive Modeling

    3
    Rating, 3 out of 5 stars
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    29 reviews

    Advanced · Course · 1 - 4 Weeks

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    U

    Universidad de Palermo

    E-Business: Negocios Online

    Skills you'll gain: Online Advertising, E-Commerce, Digital Marketing, Business Strategy, Social Media Strategy, Google Ads, Digital Transformation, Email Marketing, Search Engine Optimization, Business Modeling, Branding

    4.7
    Rating, 4.7 out of 5 stars
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    259 reviews

    Beginner · Course · 1 - 4 Weeks

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    Preview
    U

    University of Glasgow

    Generative AI for Healthcare Students and Professionals

    Skills you'll gain: Responsible AI, Data Ethics, Healthcare Industry Knowledge, Predictive Modeling, Healthcare Ethics, Generative AI, Prompt Engineering, Dental Informatics, Artificial Intelligence, Deep Learning, Health Care, Clinical Informatics, Image Analysis, Health Informatics, Medical Imaging, Augmented and Virtual Reality (AR/VR), Radiology, Diagnostic Radiology

    4.7
    Rating, 4.7 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Analítica de Procesos: Optimización desde los Datos: Universidad de los Andes
  • Introduction to Data Science Techniques: Illinois Tech
  • AI in Digital Marketing: University of Maryland, College Park
  • PyTorch Ultimate 2024 - From Basics to Cutting-Edge: Packt
  • Data Science Coding Challenge: Loan Default Prediction: Coursera
  • Nouveaux modèles économiques des associations: ESSEC Business School
  • Impact from Digital Transformation: Full course: 28DIGITAL
  • Factorial and Fractional Factorial Designs: Arizona State University
  • Generative AI: Prompt Engineering Basics: Board Infinity
  • Health Data Science Foundation: University of Illinois Urbana-Champaign

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