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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
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    U

    University of Colorado Boulder

    Discrete-Time Markov Chains and Monte Carlo Methods

    Skills you'll gain: Artificial Intelligence, Generative AI, Machine Learning Algorithms, Mathematical Theory & Analysis

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    T

    The Hong Kong University of Science and Technology

    Calculus for Engineers

    Skills you'll gain: Calculus, Numerical Analysis, Integral Calculus, Engineering Calculations, Applied Mathematics, Differential Equations, Algebra, Trigonometry, Engineering Analysis, Advanced Mathematics, General Mathematics, Physics, Geometry, Arithmetic, Mathematical Theory & Analysis, Mathematical Modeling, Derivatives, Graphing, Deductive Reasoning

    4.9
    Rating, 4.9 out of 5 stars
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    23 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    J

    Johns Hopkins University

    Importing Data in the Tidyverse

    Skills you'll gain: Data Import/Export, Web Scraping, Tidyverse (R Package), Data Integration, Data Manipulation, Data Transformation, Relational Databases, Google Sheets, Unstructured Data, R Programming, Extensible Markup Language (XML), Spreadsheet Software, Databases, SQL, Application Programming Interface (API)

    4.7
    Rating, 4.7 out of 5 stars
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    51 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Geneva

    Ebola : Vaincre ensemble !

    Skills you'll gain: Healthcare Ethics, Media and Communications, Epidemiology, Infectious Diseases, Infection Control, Mathematical Modeling, Patient Treatment, Economics, Policy, and Social Studies, Socioeconomics, Clinical Research Ethics, Emergency Response, Policy Analysis, Public Health, Health Systems, International Relations, Patient Evaluation, Public Health and Disease Prevention, Pathology, Medical Science and Research, Social Sciences

    4.4
    Rating, 4.4 out of 5 stars
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    54 reviews

    Mixed · Course · 1 - 3 Months

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    U

    University of Colorado Boulder

    Modern AI Models for Vision and Multimodal Understanding

    Skills you'll gain: Vision Transformer (ViT), Recurrent Neural Networks (RNNs), Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, Digital Signal Processing, Transfer Learning

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    M

    Macquarie University

    Cyber Security: GRC Part 1 - Governance

    Skills you'll gain: Cyber Governance, Cyber Security Strategy, Threat Modeling, Cyber Security Policies, Cyber Risk, Governance Risk Management and Compliance, ISO/IEC 27001, Cyber Security Assessment, Cybersecurity, Compliance Management, Governance, NIST 800-53, Risk Mitigation, Risk Management, Audit Planning, Risk Appetite, Policy Analysis, Regulation and Legal Compliance, Stakeholder Engagement, Auditing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    D

    Duke University

    Rust for Large Language Model Operations (LLMOps)

    Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Generative AI, Rust (Programming Language), Model Deployment, MLOps (Machine Learning Operations), AWS SageMaker, Cloud Deployment, PyTorch (Machine Learning Library), CI/CD, Applied Machine Learning, Natural Language Processing, Infrastructure as Code (IaC), DevOps, Machine Learning

    4.2
    Rating, 4.2 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    F

    Fundação Instituto de Administração

    Criatividade e Inovação Organizacional

    Skills you'll gain: Digital Transformation, Business Modeling, Entrepreneurship, Innovation, Operational Excellence, Value Propositions, Design Thinking, Technology Strategies, Business Strategies, Customer experience strategy (CX), Product Development, Business Process Automation

    4.5
    Rating, 4.5 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Glasgow

    Machine Learning and its Applications

    Skills you'll gain: Data Preprocessing, Model Evaluation, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML)

    5
    Rating, 5 out of 5 stars
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    47 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    R

    Rice University

    Physics 102 - AC Circuits and Maxwell's Equations

    Skills you'll gain: Basic Electrical Systems, Electrical Engineering, electromagnetics, Physics, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Problem Solving, Applied Mathematics, Advanced Mathematics, Electronic Components, Mathematical Theory & Analysis, Calculus, Differential Equations, Integral Calculus, Trigonometry, Derivatives

    4.8
    Rating, 4.8 out of 5 stars
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    50 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Applying Systems Engineering to the Design Process

    Skills you'll gain: Requirements Management, Design Reviews, Systems Engineering, Engineering Management, User Requirements Documents, Requirements Analysis, Systems Design, Business Requirements, Software Engineering, Systems Integration, Leadership, Engineering Design Process, Performance Measurement, Manufacturing and Production, Coordination, Data-Driven Decision-Making, Decision Making

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Project Launch

    Skills you'll gain: Stakeholder Management, Communication Planning, Agile Project Management, Work Breakdown Structure, Project Scoping, Project Management, Project Schedules, Project Coordination, Project Planning, Leadership and Management, Leadership, Feasibility Studies, Requirements Analysis, Communication

    4.6
    Rating, 4.6 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 3 Months

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

  • Discrete-Time Markov Chains and Monte Carlo Methods: University of Colorado Boulder
  • Calculus for Engineers: The Hong Kong University of Science and Technology
  • Importing Data in the Tidyverse: Johns Hopkins University
  • Ebola : Vaincre ensemble !: University of Geneva
  • Modern AI Models for Vision and Multimodal Understanding: University of Colorado Boulder
  • Cyber Security: GRC Part 1 - Governance: Macquarie University
  • Rust for Large Language Model Operations (LLMOps): Duke University
  • Criatividade e Inovação Organizacional: Fundação Instituto de Administração
  • Machine Learning and its Applications: University of Glasgow
  • Physics 102 - AC Circuits and Maxwell's Equations: Rice University

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