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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 Pennsylvania

    A Crash Course in Causality: Inferring Causal Effects from Observational Data

    Skills you'll gain: R Programming, R (Software), Statistical Analysis, Statistical Methods, Statistical Modeling, Statistical Inference, Data Analysis, Quantitative Research, Regression Analysis, Research Design, Graph Theory

    4.7
    Rating, 4.7 out of 5 stars
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    568 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Illinois Urbana-Champaign

    The 3D Printing Revolution

    Skills you'll gain: 3D Modeling, Emerging Technologies, Manufacturing Processes, Computer-Aided Design, Industrial Design, Prototyping, Materials science, Business Economics, Product Development, Innovation, New Product Development

    4.7
    Rating, 4.7 out of 5 stars
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    1.7K reviews

    Beginner · Course · 1 - 4 Weeks

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    M

    Macquarie University

    Excel Skills for Business Forecasting

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Model Evaluation, Regression Analysis, Microsoft Excel, Excel Formulas, Trend Analysis, Case Studies, Business Mathematics, Business Metrics, Predictive Modeling, Data Presentation, Statistical Visualization, Graphing, Business Economics, Statistical Modeling, Business Analytics, Decision Making, Process Optimization, Statistical Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    318 reviews

    Intermediate · Specialization · 3 - 6 Months

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    U

    University of Cape Town

    Climate Change Mitigation in Developing Countries

    Skills you'll gain: Climate Change Mitigation, Sustainable Development, Economic Development, Environmental Policy, Policy Development, Mathematical Modeling, Systems Thinking, Complex Problem Solving, Research, Innovation, Stakeholder Engagement

    4.7
    Rating, 4.7 out of 5 stars
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    593 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Pennsylvania

    商务基础 (中文版)

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Operations Management, Return On Investment, Financial Accounting, Financial Reporting, Process Analysis, Income Statement, Operational Efficiency, Business Operations, Capital Budgeting, Marketing, Cash Flows, Finance, Financial Acumen, Production Management, Strategic Marketing, Marketing Strategies, Financial Modeling, Business Strategy

    4.8
    Rating, 4.8 out of 5 stars
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    341 reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    University of Colorado Boulder

    Semiconductor Devices

    Skills you'll gain: Semiconductors, Electrical Engineering, Electronic Systems, Electronic Components, Materials science, Electronic Hardware, Electronics, Electrical and Computer Engineering, Physics, Electronics Engineering, Applied Mathematics, Mathematical Modeling

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    612 reviews

    Advanced · Specialization · 1 - 3 Months

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    D

    Duke University

    Large Language Model Operations (LLMOps)

    Skills you'll gain: Prompt Engineering, Databricks, Large Language Modeling, Model Deployment, LLM Application, Generative AI, Performance Analysis, Retrieval-Augmented Generation, Apache Airflow, Workflow Management, Hugging Face, Amazon Bedrock, Vector Databases, Data Lakes, ChatGPT, Extract, Transform, Load, OpenAI, MLOps (Machine Learning Operations), OpenAI API, Scalability

    4.4
    Rating, 4.4 out of 5 stars
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    266 reviews

    Beginner · Specialization · 3 - 6 Months

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    T

    Tecnológico de Monterrey

    Estrategias de Emprendimiento

    Skills you'll gain: Supplier Management, Business Planning, Entrepreneurship, Business Strategies, Growth Strategies, Business Development, Business Strategy, Business Modeling, Business Valuation, Market Opportunities, Financial Analysis, Strategic Marketing, Market Analysis, Presentations, Innovation

    4.8
    Rating, 4.8 out of 5 stars
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    83 reviews

    Beginner · Course · 1 - 3 Months

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    K

    Knowledge Accelerators

    Data-Driven Decisions with Power BI

    Skills you'll gain: Power BI, Data Import/Export, Business Intelligence, Data Transformation, Microsoft Power Platform, Data Visualization, Dashboard, Data Visualization Software, Data Presentation, Microsoft Excel, Interactive Data Visualization, Data Cleansing, Microsoft Teams, Business Analytics, Data Analysis, Management Reporting, Microsoft 365, Data Modeling, Microsoft Office, Data Science

    4.3
    Rating, 4.3 out of 5 stars
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    267 reviews

    Beginner · Course · 1 - 3 Months

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    B

    Birla Institute of Technology & Science, Pilani

    Basic Engineering Mathematics

    Skills you'll gain: Engineering Calculations, Trigonometry, Engineering Analysis, Linear Algebra, Calculus, Differential Equations, Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics, Algebra

    4.6
    Rating, 4.6 out of 5 stars
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    181 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Data Literacy

    Skills you'll gain: Survey Creation, Data Literacy, Data Visualization, Data Analysis, Peer Review, Research Design, Statistics, Sampling (Statistics), Regression Analysis, Descriptive Statistics, Research, Probability, Quantitative Research, Analytics, Probability Distribution, Analysis, Logistic Regression, Report Writing, Correlation Analysis, Statistical Hypothesis Testing

    4.6
    Rating, 4.6 out of 5 stars
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    265 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Secure Coding Practices

    Skills you'll gain: Threat Modeling, Open Web Application Security Project (OWASP), Secure Coding, Cryptography, Authentications, Exploit development, Encryption, Penetration Testing, Vulnerability Assessments, Data Security, Application Security, Exploitation techniques, Security Controls, Software Design, C and C++, Verification And Validation, Java, Programming Principles, Debugging, Cybersecurity

    4.5
    Rating, 4.5 out of 5 stars
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    606 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • A Crash Course in Causality: Inferring Causal Effects from Observational Data: University of Pennsylvania
  • The 3D Printing Revolution: University of Illinois Urbana-Champaign
  • Excel Skills for Business Forecasting: Macquarie University
  • Climate Change Mitigation in Developing Countries: University of Cape Town
  • 商务基础 (中文版): University of Pennsylvania
  • Semiconductor Devices: University of Colorado Boulder
  • Large Language Model Operations (LLMOps): Duke University
  • Estrategias de Emprendimiento: Tecnológico de Monterrey
  • Data-Driven Decisions with Power BI: Knowledge Accelerators
  • Basic Engineering Mathematics: Birla Institute of Technology & Science, Pilani

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