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  • Statistical Modeling

Statistical Modeling Courses

Statistical modeling courses can help you learn regression analysis, hypothesis testing, and data visualization techniques. You can build skills in interpreting statistical results, validating models, and making predictions based on data. Many courses introduce tools like R, Python, and Excel, that support implementing statistical methods and analyzing datasets effectively.


Popular Statistical Modeling Courses and Certifications


  • U

    University of Colorado Boulder

    Engineering Genetic Circuits

    Skills you'll gain: Biological Engineering, Markov Model, Molecular Biology, Biotechnology, Simulation and Simulation Software, Mathematical Modeling, Mathematical Software, Process Engineering, Engineering Design Process, Systems Design, Simulations, Biochemistry, Molecular, Cellular, and Microbiology, Life Sciences, Failure Analysis, Electrical and Computer Engineering, Differential Equations, Process Modeling, Design Specifications, Cell Biology

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    37 reviews

    Intermediate · Specialization · 3 - 6 Months

  • 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
    ·
    44 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Build and Modernize Applications With Generative AI

    Skills you'll gain: Generative AI, Prompt Engineering Tools, Model Optimization, Serverless Computing, AI Workflows, AI Orchestration, Systems Development Life Cycle, Cloud Development, Development Testing, Mobile Development Tools, AI Enablement, AI Integrations, Application Development, Cloud Platforms, Web Analytics and SEO, Application Deployment, Software Development Tools, Cloud-Based Integration, Code Review, Computer Programming Tools

    4.2
    Rating, 4.2 out of 5 stars
    ·
    51 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Illinois Urbana-Champaign

    Introduction to Artificial Intelligence

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Applied Machine Learning, Statistical Machine Learning, Deep Learning, Responsible AI, Machine Learning Methods, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, AI Enablement, Machine Learning Algorithms, AI literacy, Artificial Neural Networks, Convolutional Neural Networks, AI Product Strategy, Regression Analysis, Law, Regulation, and Compliance

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    67 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Hot New Release
    Hot New Release
    H

    Harvard Business Review

    Strengthen Your Business Savvy

    Skills you'll gain: Budget Management, Financial Statements, Business Planning, Generative AI, Strategic Thinking, Financial Statement Analysis, Critical Thinking, Plan Execution, Financial Acumen, Business Acumen, Prompt Engineering, Financial Management, Budgeting, Strategic Decision-Making, Responsible AI, Organizational Strategy, Strategic Leadership, Data-Driven Decision-Making, Business Modeling, Digital Transformation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    44 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    VLSI CAD Part II: Layout

    Skills you'll gain: Application Specific Integrated Circuits, Hardware Design, Computer-Aided Design, Electrical and Computer Engineering, Network Routing, Computational Logic, Electrical Engineering, Data Structures, Algorithms, Applied Mathematics, Mathematical Modeling, Calculus

    4.7
    Rating, 4.7 out of 5 stars
    ·
    283 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Forecasting and Predictive Analytics Methods Pack

    Skills you'll gain: Time Series Analysis and Forecasting, Financial Forecasting, Forecasting, Trend Analysis, Advanced Analytics, Predictive Modeling, Predictive Analytics, Data-Driven Decision-Making, Business Analytics, Supervised Learning, Business Metrics, Market Data, Generative AI, Financial Management, Strategic Decision-Making, Market Intelligence, Statistical Analysis, Model Evaluation, Data Storytelling, Applied Machine Learning

    4.1
    Rating, 4.1 out of 5 stars
    ·
    63 reviews

    Intermediate · Specialization · 1 - 3 Months

  • S

    Saïd Business School, University of Oxford

    Generative and Agentic AI

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Agentic systems, Generative AI Agents, Agentic Workflows, Generative Model Architectures, AI literacy, LLM Application, ChatGPT, AI Workflows, Large Language Modeling, Model Evaluation, Responsible AI, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    103 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Natural Language Processing on Google Cloud

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, AI Workflows, Artificial Neural Networks, Cloud API, Feature Engineering, Model Training

    4.4
    Rating, 4.4 out of 5 stars
    ·
    540 reviews

    Advanced · Course · 1 - 3 Months

  • I

    Indian School of Business

    Design your own trading strategy – Culminating Project

    Skills you'll gain: Peer Review, Data Collection, Financial Trading, Project Design, Portfolio Management, Securities Trading, Business Planning, Financial Market, Market Data, Market Analysis, Technical Analysis, Strategic Thinking, Investment Management, Performance Measurement, Performance Analysis, Statistical Hypothesis Testing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    106 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Pontificia Universidad Católica de Chile

    Introducción a los modelos de demanda de transporte

    Skills you'll gain: Data Collection, Transportation Operations, Surveys, Statistical Modeling, Quantitative Research, Mathematical Modeling, Sampling (Statistics), Predictive Modeling, Statistical Methods, Regression Analysis, Network Model, Model Evaluation, Logistic Regression, Spatial Analysis, Probability, Socioeconomics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    466 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Expressway to Data Science: Python Programming

    Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Pandas (Python Package), NumPy, Data Visualization Software, Code Reusability, Data Visualization, Statistical Visualization, Programming Principles, Computer Science, Computer Programming, Data Wrangling, Data Manipulation, Data Processing, Data Science, Package and Software Management, Python Programming, Computational Logic, Data Structures

    4.7
    Rating, 4.7 out of 5 stars
    ·
    314 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Engineering Genetic Circuits: University of Colorado Boulder
  • Computational Methods in Pricing and Model Calibration: Columbia University
  • Build and Modernize Applications With Generative AI: Google Cloud
  • Introduction to Artificial Intelligence: University of Illinois Urbana-Champaign
  • Strengthen Your Business Savvy: Harvard Business Review
  • VLSI CAD Part II: Layout: University of Illinois Urbana-Champaign
  • Forecasting and Predictive Analytics Methods Pack: Coursera
  • Generative and Agentic AI: Saïd Business School, University of Oxford
  • Natural Language Processing on Google Cloud: Google Cloud
  • Design your own trading strategy – Culminating Project: Indian School of Business

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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