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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


  • E

    EDHEC Business School

    Introduction to EdTech

    Skills you'll gain: Digital pedagogy, Education Software and Technology, AI Personalization, Responsible AI, Emerging Technologies, Adult Education, New Business Development, Innovation, Digital Transformation, Business Modeling, Artificial Intelligence, Augmented and Virtual Reality (AR/VR), Investments

    ★ 4.6 (88) · Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    Computational Social Science Methods

    Skills you'll gain: Social Network Analysis, Social Sciences, Network Analysis, Data Science, Machine Learning, Machine Learning Methods, Computational Thinking, Economics, Policy, and Social Studies, Artificial Intelligence, Data Analysis, Social Impact, Simulations, Big Data, Data Collection, Scientific Methods, Digital Analysis, Digital Transformation

    ★ 4.7 (354) · Beginner · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Innovation and emerging technology: Be disruptive

    Skills you'll gain: Design Thinking, Emerging Technologies, Digital Transformation, Innovation, Business Modeling, Business Transformation, Strategic Thinking, Technology Strategies, Market Opportunities, Business Strategies, Organizational Change, Competitive Analysis, Augmented Reality, Market Analysis, Virtual Reality, Internet Of Things, Artificial Intelligence

    ★ 4.8 (481) · Beginner · Course · 1 - 3 Months

  • D

    Duke University

    Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, Regression Analysis, Generative AI, Artificial Intelligence, AI literacy, Decision Intelligence, Applied Machine Learning, Generative Model Architectures, Statistical Modeling, Python Programming, Machine Learning, Model Evaluation, Embeddings, Image Analysis, Machine Learning Methods, Scientific Visualization, Deep Learning

    ★ 4.7 (86) · Intermediate · Specialization · 1 - 3 Months

  • I

    IBM

    Data Visualization with R

    Skills you'll gain: Ggplot2, Data Visualization Software, Data Visualization, Statistical Visualization, Rmarkdown, Shiny (R Package), Plot (Graphics), Dashboard Creation, Dashboard, Leaflet (Software), Interactive Data Visualization, Data Presentation, R (Software), R Programming, Scatter Plots, Graphing, Box Plots, Geospatial Information and Technology, Data Science, Data Analysis

    ★ 4.6 (272) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Detecting COVID-19 with Chest X-Ray using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Model Training, Convolutional Neural Networks, Transfer Learning, Image Analysis, Predictive Modeling, Deep Learning, Radiology, Medical Imaging, Computer Vision, Machine Learning, Data Preprocessing, Data Transformation

    ★ 4.5 (340) · Intermediate · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Systems Science and Obesity

    Skills you'll gain: Systems Thinking, Epidemiology, Systems Analysis, Social Network Analysis, Simulations, Network Analysis, Public Health, Network Model, Public Health and Disease Prevention, Social Determinants Of Health, Behavioral Health, Economics

    ★ 4.6 (205) · Beginner · Course · 1 - 4 Weeks

  • I

    Indian School of Business

    Design your own trading strategy – Culminating Project

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

    ★ 4.4 (106) · Intermediate · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    Calculus: Single Variable Part 4 - Applications

    Skills you'll gain: Calculus, Integral Calculus, Applied Mathematics, Probability Distribution, Probability & Statistics, Geometry, Probability, Statistical Methods, Torque (Physics), Statistics, Mechanics, Physics

    ★ 4.9 (283) · Mixed · Course · 1 - 3 Months

  • S

    SkillUp

    ASQ-Certified Six Sigma Black Belt (CSSBB) Exam Prep

    Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Lean Methodologies, Process Improvement, Six Sigma Methodology, Kaizen Methodology, Lean Six Sigma, Benchmarking, Process Capability, Risk Analysis, Quality Improvement, Process Improvement and Optimization, Process Analysis, Team Performance Management, Statistical Analysis, Continuous Improvement Process, Team Leadership, Team Management, Root Cause Analysis, Regression Analysis

    ★ 4.8 (58) · Intermediate · Specialization · 1 - 3 Months

  • N

    New York University

    Overview of Advanced Methods of Reinforcement Learning in Finance

    Skills you'll gain: Reinforcement Learning, Financial Trading, Financial Market, Derivatives, Market Liquidity, Market Dynamics, Markov Model, Financial Modeling, Machine Learning Methods, Financial Data, Credit Risk, General Lending, Machine Learning, Differential Equations

    ★ 3.8 (85) · Advanced · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Battery State-of-Charge (SOC) Estimation

    Skills you'll gain: Estimation, Model Evaluation, Mathematical Software, Model Optimization, Numerical Analysis, Mathematical Modeling, Performance Tuning, Applied Mathematics

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

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

  • Introduction to EdTech: EDHEC Business School
  • Computational Social Science Methods: University of California, Davis
  • Innovation and emerging technology: Be disruptive: Macquarie University
  • Explainable AI (XAI): Duke University
  • Data Visualization with R: IBM
  • Detecting COVID-19 with Chest X-Ray using PyTorch: Coursera
  • Systems Science and Obesity: Johns Hopkins University
  • Design your own trading strategy – Culminating Project: Indian School of Business
  • Calculus: Single Variable Part 4 - Applications: University of Pennsylvania
  • ASQ-Certified Six Sigma Black Belt (CSSBB) Exam Prep: SkillUp

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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