Statistical Modeling

Statistical Modeling is a quantitative method used to predict or explain data patterns by applying statistical processes. Coursera's Statistical Modeling catalogue equips you with the knowledge and skills to create, interpret, and critique various statistical models. You'll learn fundamental concepts like regression analysis, predictive modeling, probability distribution, hypothesis testing, and Bayesian statistics. This learning will enhance your ability to make data-driven decisions in roles such as data analyst, statistician, economist, machine learning engineer, or any profession requiring strong analytical skills. You'll also explore the use of statistical software tools and packages, making you proficient in applying statistical modeling to real-world problems.
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Explore the Statistical Modeling Course Catalog

  • Status: Free Trial

    Corporate Finance Institute

    Skills you'll gain: Feature Engineering, Data Import/Export, Matplotlib, Exploratory Data Analysis, Data Science, Regression Analysis, Financial Data, Data Analysis, Business Analytics, Data Cleansing, Data Literacy, Pandas (Python Package), Machine Learning Algorithms, Statistical Visualization, Financial Analysis, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Statistical Analysis, Predictive Analytics

    4.7
    Rating, 4.7 out of 5 stars
    23 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Preview

    Johns Hopkins University

    Skills you'll gain: Data Presentation, Data Collection, Data Analysis, Data Management, Analytical Skills, Data Strategy, Management Reporting, Exploratory Data Analysis, Data Modeling, Statistical Analysis, Coordinating, Statistical Modeling, Communication

    4.8
    Rating, 4.8 out of 5 stars
    48 reviews

    Mixed · Course · 1 - 4 Weeks

  • Coursera Project Network

    Skills you'll gain: Statistical Inference, Probability Distribution, R Programming, Statistical Visualization, Statistics, Data Visualization, Statistical Analysis, Statistical Modeling, Statistical Hypothesis Testing, Data Analysis, Probability

    4.8
    Rating, 4.8 out of 5 stars
    31 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial

    Illinois Tech

    Skills you'll gain: Bayesian Statistics, Data Analysis, Statistical Inference, Regression Analysis, Statistical Analysis, Statistical Modeling, Statistical Programming, Statistical Software, R Programming, Markov Model, Probability, Simulations, Probability Distribution

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free

    The Chinese University of Hong Kong

    Skills you'll gain: SPSS (Software), Statistical Analysis, Statistical Modeling, Social Sciences, Correlation Analysis, Regression Analysis, Statistical Methods, Quantitative Research, Mathematical Modeling, Data Analysis, Data Modeling

    4.8
    Rating, 4.8 out of 5 stars
    94 reviews

    Mixed · Course · 3 - 6 Months

  • Status: Preview

    Universiteit Leiden

    Skills you'll gain: Predictive Analytics, Predictive Modeling, Risk Modeling, R Programming, Advanced Analytics, Preventative Care, Health Informatics, Statistical Modeling, Sample Size Determination, Statistical Inference, Regression Analysis, Statistical Machine Learning, Data Validation

    4.6
    Rating, 4.6 out of 5 stars
    24 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    LearnQuest

    Skills you'll gain: Predictive Modeling, Data Ethics, Algorithms, Machine Learning, Predictive Analytics, Responsible AI, Artificial Intelligence, Statistical Modeling, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Data Collection, Risk Modeling, AI Product Strategy, Ethical Standards And Conduct, Computational Thinking, Economic Development, Economics

    4.7
    Rating, 4.7 out of 5 stars
    501 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview

    Pontificia Universidad Católica de Chile

    Skills you'll gain: Transportation Operations, Data Collection, Statistical Modeling, Statistical Methods, Mathematical Modeling, Forecasting, Regression Analysis, Statistical Programming, Surveys, Supply And Demand, Probability

    4.7
    Rating, 4.7 out of 5 stars
    462 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    Universidad de los Andes

    Skills you'll gain: Exploratory Data Analysis, Statistical Hypothesis Testing, Correlation Analysis, Data Visualization Software, Data Science, Jupyter, Data Analysis, Business Analytics, Statistical Analysis, Probability & Statistics, Python Programming, Descriptive Statistics, Statistical Modeling, Design Thinking

    4.7
    Rating, 4.7 out of 5 stars
    421 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview

    The University of Edinburgh

    Skills you'll gain: Precision Medicine, Bioinformatics, Image Analysis, Biomedical Technology, Process Driven Development, Medical Imaging, Big Data, Data Science, Data Ethics, Health Informatics, Statistical Modeling, Machine Learning, Natural Language Processing, Data Integration, Network Analysis, Graph Theory, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    335 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    Arizona State University

    Skills you'll gain: Regression Analysis, Experimentation, Statistical Methods, Statistical Analysis, Statistical Modeling, Research Design, Statistical Software, Mathematical Modeling, Analysis, Data Analysis Software

    4.7
    Rating, 4.7 out of 5 stars
    67 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Coursera Project Network

    Skills you'll gain: Ggplot2, Data Visualization, Regression Analysis, Predictive Analytics, Statistical Modeling, R Programming, Descriptive Statistics, Exploratory Data Analysis, Statistics, Statistical Analysis, Data Analysis

    4.2
    Rating, 4.2 out of 5 stars
    13 reviews

    Intermediate · Guided Project · Less Than 2 Hours