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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: New
    New
    Status: Free Trial
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    K

    Khalifa University

    Risk Management and Industrial Safety

    Skills you'll gain: Accident Reporting, Fire And Life Safety, Accident Prevention, Hazard Analysis, Risk Analysis, Human Factors, Safety Training, Safety Standards, Occupational Safety And Health, Risk Management, Risk Modeling, Risk Mitigation, Regulation and Legal Compliance, Investigation, Emergency Response, Root Cause Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    39 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    P

    Pontificia Universidad Católica de Chile

    Circuitos con SPICE: Fundamentos de los circuitos eléctricos

    Skills you'll gain: Basic Electrical Systems, Electronic Components, Electrical Engineering, Electronics, Network Analysis, Schematic Diagrams, Simulation and Simulation Software, Mathematical Modeling

    5
    Rating, 5 out of 5 stars
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    41 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Building on the SIR Model

    Skills you'll gain: Mathematical Modeling, Statistical Modeling, Simulations, Risk Modeling, Epidemiology, Infectious Diseases, R Programming, Model Evaluation, Public Health

    4.7
    Rating, 4.7 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Explainable Machine Learning (XAI)

    Skills you'll gain: Responsible AI, Large Language Modeling, Generative AI, Artificial Intelligence, Model Evaluation, Python Programming, Applied Machine Learning, Machine Learning, Visualization (Computer Graphics), Deep Learning, Plot (Graphics), Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Requirement Specifications for Autonomous Systems

    Skills you'll gain: Theoretical Computer Science, System Requirements, Verification And Validation, Mathematical Modeling, Control Systems, Linear Algebra, Computer Science, Applied Mathematics

    Build toward a degree

    3.5
    Rating, 3.5 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    C

    Coursera

    Introduction to Prompt Injection Vulnerabilities

    Skills you'll gain: AI Security, Large Language Modeling, Cybersecurity, Prompt Engineering, Cyber Security Strategy, Threat Modeling, Cyber Security Assessment, Risk Analysis, Application Security, Vulnerability Assessments, Network Security

    3.6
    Rating, 3.6 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    O

    Oracle

    Oracle Cloud Infrastructure Generative AI Professional

    Skills you'll gain: LangChain, Large Language Modeling, LLM Application, Generative AI, Retrieval-Augmented Generation, Vector Databases, Oracle Cloud, Prompt Engineering, Embeddings, Model Deployment

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    Red Teaming LLM Applications

    Skills you'll gain: LLM Application, Prompt Engineering, Penetration Testing, Vulnerability Assessments, Security Testing, Vulnerability Management, Threat Modeling, AI Security, Application Security, Risk Management Framework

    4.8
    Rating, 4.8 out of 5 stars
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    54 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
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    E

    Edureka

    Generative AI Architecture and Application Development

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Generative Model Architectures, Generative AI, Data Ethics, Model Evaluation, Responsible AI, Prompt Engineering, Information Privacy, Natural Language Processing

    3.6
    Rating, 3.6 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    R

    Rice University

    Finanzen für Nicht-Finanzfachleute

    Skills you'll gain: Cash Flows, Return On Investment, Finance, Business Valuation, Capital Budgeting, Financial Analysis, Financial Modeling, General Finance, Investment Management, Financial Management, Case Studies, Financial Statements, Risk Analysis, Corporate Finance, Balance Sheet

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    PyCaret: Anatomy of Regression

    Skills you'll gain: Regression Analysis, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Visualization, Exploratory Data Analysis, Performance Tuning, Python Programming, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
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    S

    Simplilearn

    LLM Application Engineering and Development Certification

    Skills you'll gain: LangChain, LLM Application, Large Language Modeling, AI Workflows, Retrieval-Augmented Generation, Embeddings, Generative AI, Model Evaluation, Responsible AI, Prompt Engineering, PyTorch (Machine Learning Library), Tensorflow, Semantic Web, Natural Language Processing, Artificial Intelligence, Application Development, Analytical Skills, Application Programming Interface (API), Supervised Learning, Computer Programming Tools

    3.2
    Rating, 3.2 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Risk Management and Industrial Safety: Khalifa University
  • Circuitos con SPICE: Fundamentos de los circuitos eléctricos: Pontificia Universidad Católica de Chile
  • Building on the SIR Model: Imperial College London
  • Explainable Machine Learning (XAI): Duke University
  • Requirement Specifications for Autonomous Systems: University of Colorado Boulder
  • Introduction to Prompt Injection Vulnerabilities: Coursera
  • Oracle Cloud Infrastructure Generative AI Professional: Oracle
  • Red Teaming LLM Applications: DeepLearning.AI
  • Generative AI Architecture and Application Development: Edureka
  • Finanzen für Nicht-Finanzfachleute: Rice University

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