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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 Illinois Urbana-Champaign

    Advanced Deep Learning Methods for Healthcare

    Skills you'll gain: Deep Learning, Generative AI, Generative Model Architectures, Applied Machine Learning, Machine Learning Methods, Graph Theory, Network Analysis, Artificial Neural Networks, Network Model, Health Informatics, Laboratory Experience, Autoencoders, Predictive Modeling, Unsupervised Learning, Data Synthesis

    3.5
    Rating, 3.5 out of 5 stars
    ·
    16 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Columbia University

    Computational Methods in Pricing and Model Calibration

    Skills you'll gain: Regression Analysis, Derivatives, Financial Market, Statistical Methods, Market Data, Financial Modeling, Securities (Finance), Mathematical Modeling, Numerical Analysis, Equities, Model Optimization, Python Programming, Algorithms, Case Studies

    4.4
    Rating, 4.4 out of 5 stars
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    46 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Statistics and Data Analysis with Excel: Intermediate

    Skills you'll gain: Pivot Tables And Charts, Data Visualization, Statistical Inference, Data Visualization Software, Data Presentation, Correlation Analysis, Microsoft Excel, Spreadsheet Software, Statistics, Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Statistical Methods, Excel Formulas, Statistical Analysis, Sampling (Statistics), Data Analysis Software, Descriptive Statistics, Predictive Modeling, Variance Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    22 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Create & Evaluate Advanced SketchUp 3D Models

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Spatial Data Analysis, Architectural Drawing, Geospatial Mapping, Architectural Design, Spatial Analysis, 3D Assets, AutoCAD, Visualization (Computer Graphics), Data Mapping, Design Software, Technical Design, Layout Design, Computer Graphic Techniques, Graphic and Visual Design, Technical Communication, Computer Graphics, Color Theory, Microsoft Office

    4.9
    Rating, 4.9 out of 5 stars
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    47 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    Tecnológico de Monterrey

    La gestión de los riesgos y la administración de los cambios en el proyecto

    Skills you'll gain: Risk Analysis, Project Risk Management, Risk Management, Change Control, Project Scoping, Risk Mitigation, Risk Modeling, Management Reporting, Project Management, Change Management, Microsoft Project, Simulation and Simulation Software, Probability & Statistics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.3K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    Tecnológico de Monterrey

    Innovation and entrepreneurship

    Skills you'll gain: Design Thinking, Innovation, Business Modeling, Creative Problem-Solving, Entrepreneurship, Corporate Strategy, Ideation, Lean Methodologies, Creative Thinking, New Product Development, Open Mindset, Cognitive flexibility, Business Architecture, Creativity, Storytelling, Team Management, Business Strategies, Organizational Strategy, Process Design, Organizational Development

    4.4
    Rating, 4.4 out of 5 stars
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    84 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Corporate Finance Institute

    Advanced Tableau

    Skills you'll gain: Star Schema, Data Presentation, Data Modeling, Tableau Software, Interactive Data Visualization, Business Intelligence, Extract, Transform, Load, Dashboard, Business Intelligence Software, Dashboard Creation, Performance Tuning, Technical Analysis, Model Optimization, Database Design, Data Visualization Software, Plot (Graphics), Market Data, Statistical Visualization, Data Visualization, Trend Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    36 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of Florida

    Fixing Healthcare Delivery 2.0: Advanced Lean

    Skills you'll gain: Lean Methodologies, Patient-centered Care, Patient Safety, Patient Flow, Corrective and Preventive Action (CAPA), Scientific Methods, Health Systems, Process Improvement, Continuous Quality Improvement (CQI), Accident Prevention, Process Modeling, Systems Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    45 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    ESADE Business and Law School

    La gestión en la empresa familiar

    Skills you'll gain: Succession Planning, Organizational Structure, Governance, Business Management, Business Leadership, Systems Thinking, Organizational Development, Business Risk Management, Leadership and Management, Leadership, Business Modeling, Risk Management Framework, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    151 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 1

    Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Software Installation, Data Manipulation, Package and Software Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    89 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Introduction to Generative AI

    Skills you'll gain: Prompt Engineering, Context Engineering, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, Multimodal Prompts, ChatGPT, AI literacy, OpenAI, Generative Adversarial Networks (GANs), Responsible AI, Context Management, Data Ethics, Large Language Modeling, Embeddings

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    161 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Advancing Dairy Management with Artificial Intelligence

    Skills you'll gain: Predictive Analytics, Machine Learning Methods, Machine Learning, Predictive Modeling, Decision Support Systems, Supervised Learning, Data-Driven Decision-Making, Analytics, Data Management, Data Collection, Data Analysis, Nutritional Assessment, Internet Of Things, Artificial Intelligence, Nutrition and Diet, Emerging Technologies, Health Assessment

    Intermediate · Course · 1 - 4 Weeks

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

  • Advanced Deep Learning Methods for Healthcare: University of Illinois Urbana-Champaign
  • Computational Methods in Pricing and Model Calibration: Columbia University
  • Statistics and Data Analysis with Excel: Intermediate: Macquarie University
  • Create & Evaluate Advanced SketchUp 3D Models: EDUCBA
  • La gestión de los riesgos y la administración de los cambios en el proyecto: Tecnológico de Monterrey
  • Innovation and entrepreneurship: Tecnológico de Monterrey
  • Advanced Tableau: Corporate Finance Institute
  • Fixing Healthcare Delivery 2.0: Advanced Lean: University of Florida
  • La gestión en la empresa familiar: ESADE Business and Law School
  • Practical Python for AI Coding 1: Korea Advanced Institute of Science and Technology(KAIST)

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