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  • Modelling

Modelling Courses

Modelling courses can help you learn statistical analysis, predictive modelling, data visualization, and simulation techniques. You can build skills in interpreting complex datasets, validating models, and communicating findings effectively. Many courses introduce tools like R, Python, and MATLAB, that support implementing modelling techniques and analyzing results in various applied areas, such as finance, healthcare, and engineering.

Popular Modelling Courses and Certifications


  • U

    Universidad Nacional Autónoma de México

    NoSQL systems

    Skills you'll gain: NoSQL, Database Systems, MongoDB, Database Software, Database Management Systems, Databases, Database Design, Relational Databases, Database Application, Query Languages, Apache Cassandra, Data Storage Technologies, Scalability, Graph Theory, Unstructured Data, Maintainability

    4.3 stars, 170 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (170) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Modeling Data in the Tidyverse

    Skills you'll gain: Statistical Modeling, Exploratory Data Analysis, R Programming, Predictive Modeling, Sampling (Statistics), Statistical Hypothesis Testing, Tidyverse (R Package), Data Analysis, Data Modeling, Data-Driven Decision-Making, Regression Analysis, Data Science, Statistical Inference, Predictive Analytics, Rmarkdown, Statistical Methods, Applied Machine Learning, Model Evaluation, Machine Learning

    4.7 stars, 10 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (10) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Amsterdam

    Alternative Mobility Narratives

    Skills you'll gain: Systems Thinking, Storytelling, Social Impact, Critical Thinking, Sustainable Systems, Policy Analysis, Social Sciences, Economics

    4.7 stars, 40 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (40) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SAS

    Managing Machine Learning Models

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Training, Model Evaluation, Machine Learning Software, Process Modeling, Workflow Management, Predictive Modeling, Governance Risk Management and Compliance, Applied Machine Learning, SAS (Software), Text Mining, R Programming, Performance Analysis, Scheduling

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • 2

    28DIGITAL

    System Validation (2): Model process behaviour

    Skills you'll gain: Verification And Validation, Embedded Software, Process Modeling, Systems Analysis, Distributed Computing, Theoretical Computer Science, Data Modeling, Software Design, Maintainability, Algorithms, Logical Reasoning

    4.1 stars, 10 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.1 (10) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Statistical Inference & Predictive Modeling Foundations

    Skills you'll gain: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Predictive Modeling, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Making, Decision Tree Learning, Keras (Neural Network Library)

    2.8 stars, 6 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 2.8 (6) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Industrial Applications of AI

    Skills you'll gain: Machine Learning Algorithms, Computer Vision, Applied Machine Learning, Image Analysis, Civil Engineering, Classification Algorithms, AI Enablement, Artificial Intelligence, Machine Learning Software, Electrical Substation, Machine Learning, AI literacy, Tensorflow, Construction Engineering, Convolutional Neural Networks, Deep Learning, PyTorch (Machine Learning Library), Artificial Neural Networks, Electric Power Systems, Electrical Engineering

    4.8 stars, 21 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (21) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Forecast bikeshare demand using time series models in R

    Skills you'll gain: R Programming, R (Software), Data Visualization, Statistical Programming, Time Series Analysis and Forecasting, Interactive Data Visualization, Data-Driven Decision-Making, Trend Analysis, Rmarkdown, Data Processing, Data Analysis, Predictive Modeling, Data Cleansing, Data Manipulation, Exploratory Data Analysis, Predictive Analytics, Revenue Management, Forecasting, Business Strategy, Machine Learning

    4.9 stars, 12 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.9 (12) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of London

    Use C++ to build a Crypto Trading Platform: Final System

    Skills you'll gain: C++ (Programming Language), C and C++, Object Oriented Programming (OOP), Object Oriented Design, Programming Principles, Program Development, Computer Programming, Data Modeling, Transaction Processing

    4.7 stars, 28 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (28) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    Universiteit Leiden

    Population Health: Predictive Analytics

    Skills you'll gain: Predictive Analytics, Predictive Modeling, Model Evaluation, R Programming, Advanced Analytics, Preventative Care, Statistical Modeling, Sample Size Determination, Regression Analysis, Statistical Machine Learning, Precision Medicine, Data Preprocessing, Statistical Methods

    4.6 stars, 25 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (25) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    Imperial College London

    Interventions and Calibration

    Skills you'll gain: Mathematical Modeling, Epidemiology, Infectious Diseases, Model Evaluation, Simulations, Statistical Modeling, Model Optimization, Data Modeling, Public Health and Disease Prevention, Immunology, R Programming, Regression Analysis, Differential Equations, Statistical Methods, Public Health, Probability Distribution

    4.7 stars, 56 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (56) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Real Madrid Graduate School Universidad Europea

    Applied Football Analytics - Looking at real-world cases

    Skills you'll gain: Data Synthesis, Data Integration, Interactive Data Visualization, Data Literacy, Data Storytelling, Analysis, Data Compilation, Case Studies, Business Analytics, Advanced Analytics, People Analytics, Analytical Skills, Strategic Decision-Making, Business Metrics, Forecasting, Media and Communications, Persuasive Communication, Databases, Database Design, Innovation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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How to choose the right modelling course

To choose the right modelling course, first decide which type of modelling fits your goal — financial, data, or statistical — since the skills and tools differ significantly. Then check the prerequisites and tools the course uses.

  • New to modelling: look for courses with no prerequisites that build core concepts like assumptions, variables, and simple spreadsheet models
  • Already work with data or finance: look for courses covering specific tools (Excel, R, Python) and techniques like regression, forecasting, or valuation
  • Want a certificate: confirm the issuing institution and time commitment — modelling credentials here range from under 2 hours (Guided Projects) to 3–6 months (Specializations, Professional Certificates)

In summary, here are 10 of our most popular modelling courses

  • NoSQL systems: Universidad Nacional Autónoma de México
  • Modeling Data in the Tidyverse: Johns Hopkins University
  • Alternative Mobility Narratives: University of Amsterdam
  • Managing Machine Learning Models: SAS
  • System Validation (2): Model process behaviour: 28DIGITAL
  • Statistical Inference & Predictive Modeling Foundations: Coursera
  • Industrial Applications of AI: L&T EduTech
  • Forecast bikeshare demand using time series models in R: Coursera
  • Use C++ to build a Crypto Trading Platform: Final System: University of London
  • Population Health: Predictive Analytics: Universiteit Leiden

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