• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Guyana Online Academy of Learning - GOAL
  1. Categories
  2. Statistical Modeling

Results for "statistical modeling"


  • U

    University of Colorado Boulder

    Statistical Modeling for Data Science Applications

    Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Experimentation, Research Design, Statistical Methods, Data Science, Data Analysis, Statistics, Statistical Analysis, Predictive Modeling, General Science and Research, Quantitative Research, Machine Learning, Model Evaluation, Logistic Regression, Probability & Statistics

    4.2 stars, 69 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.2 (69) · Intermediate · Specialization · 3 - 6 Months

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

    Johns Hopkins University

    Advanced Statistics for Data Science

    Skills you'll gain: Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Probability & Statistics, Statistical Inference, Statistical Methods, Statistical Modeling, Linear Algebra, Statistics, Probability, R Programming, Biostatistics, Data Analysis, Data Science, Probability Distribution, Derivatives

    4.4 stars, 801 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.4 (801) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Statistical Analysis and Advanced Techniques

    Skills you'll gain: Logistic Regression, Statistical Modeling, Statistics, Statistical Hypothesis Testing, Statistical Reporting, Statistical Analysis, Probability & Statistics, Statistical Software, Statistical Inference, Statistical Methods, Data Analysis, Regression Analysis, Time Series Analysis and Forecasting, Statistical Programming, R Programming, R (Software), Predictive Modeling, Analytics, Technical Communication, Analysis

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Linear Regression and Modeling

    Skills you'll gain: Regression Analysis, R (Software), Statistical Software, Data Analysis Software, Statistical Analysis, R Programming, Statistical Modeling, Statistical Inference, Data Analysis, Model Evaluation, Statistics, Predictive Modeling

    4.8 stars, 1.8K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (1.8K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • Unlock 3 months of Google AI Pro at no extra cost today.

    Get started
  • U

    University of California, Santa Cruz

    Bayesian Statistics: Mixture Models

    Skills you'll gain: R Programming, Statistical Programming, R (Software), Statistical Modeling, Bayesian Statistics, Statistical Software, Markov Model, Statistical Methods, Statistical Inference

    4.5 stars, 63 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (63) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Introduction to Predictive Modeling

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Predictive Modeling, Data Preprocessing, Model Training, Regression Analysis, Microsoft Excel, Forecasting, Excel Formulas, Pivot Tables And Charts, Data Manipulation, Data Transformation, Feature Engineering, Statistical Modeling, Spreadsheet Software, Predictive Analytics, Model Optimization, Data Cleansing, Statistical Methods

    4.8 stars, 145 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (145) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Statistical Thinking & Predictive Modeling

    Skills you'll gain: Descriptive Statistics, Data Analysis, Predictive Modeling, Statistical Hypothesis Testing, Exploratory Data Analysis, Data-Driven Decision-Making, Data Science, Model Evaluation, Scikit Learn (Machine Learning Library), Statistical Analysis, Data Visualization, Statistical Inference, Model Training, Classification Algorithms, Logistic Regression, Supervised Learning, Performance Metric

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Advanced SPSS Data Analytics & Modeling

    Skills you'll gain: Dashboard Creation, Dashboard, SPSS (Software), SPSS, Descriptive Analytics, Data Transformation, Data Visualization, Logistic Regression, Statistical Hypothesis Testing, Statistical Machine Learning, Regression Analysis, Analytics, Correlation Analysis, Advanced Analytics, Data Presentation, Data Preprocessing, Descriptive Statistics, Statistical Analysis, Statistical Modeling, Data Analysis

    4.8 stars, 37 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (37) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Sage Publications

    Advanced Statistical Modeling and Programming with Stata

    Skills you'll gain: Time Series Analysis and Forecasting, Stata, STATA (Software), Forecasting, Statistical Analysis, Statistical Modeling, Statistical Programming, Data Transformation, Statistical Reporting, Statistical Software, Regression Analysis, Statistical Methods, Advanced Analytics, Data Analysis, Correlation Analysis, Model Evaluation, Dimensionality Reduction, Structural Analysis, Computer Programming

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Sage Publications

    Applied Statistics Using Stata

    Skills you'll gain: Time Series Analysis and Forecasting, Stata, Logistic Regression, STATA (Software), Quantitative Research, General Science and Research, Regression Analysis, Descriptive Statistics, Forecasting, Exploratory Data Analysis, Data Entry, Descriptive Analytics, Statistical Inference, Statistical Methods, Probability & Statistics, Statistical Analysis, Statistical Programming, Statistical Modeling, Data Import/Export, Data Analysis

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Statistical Methods for Computer Science

    Skills you'll gain: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Statistical Methods, Combinatorics, Bayesian Network, Applied Machine Learning, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Statistics, Probability & Statistics, Bayesian Statistics, Social Network Analysis, Probability Distribution, Simulations

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Statistics and Data Analysis with Excel

    Skills you'll gain: Data Visualization, Statistical Inference, Statistical Hypothesis Testing, Data-Driven Decision-Making, Descriptive Statistics, Statistical Analysis, Statistical Methods, Sampling (Statistics), Excel Formulas, Spreadsheet Software, Box Plots, Time Series Analysis and Forecasting, Data Analysis Software, Statistical Modeling, Advanced Analytics, Financial Forecasting, Probability Distribution, Descriptive Analytics, Variance Analysis, Predictive Modeling

    4.6 stars, 144 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (144) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
1234…448

Best Statistical Modeling courses from Johns Hopkins University

Top-rated Statistical Modeling courses offered by Johns Hopkins University on Coursera.

  1. 1
    Advanced Statistics for Data Science
    Johns Hopkins UniversityAdvanced3 - 6 Months4.4(801)Johns Hopkins University
  2. 2
    Statistical Methods for Computer Science
    Johns Hopkins UniversityIntermediate3 - 6 Months5.0(5)Johns Hopkins University

Best Statistical Modeling certificate programs

Earn a certificate in Statistical Modeling from top universities and companies.

  1. 1
    Statistical Modeling for Data Science Applications
    University of Colorado BoulderIntermediate3 - 6 Months4.2(69)Specialization
  2. 2
    Apply Advanced SPSS Data Analytics & Modeling
    EDUCBABeginner3 - 6 Months4.8(37)Specialization
  3. 3
    Applied Statistics Using Stata
    Sage PublicationsIntermediate3 - 6 MonthsSpecialization

Best Statistical Modeling courses for beginners

Top-rated beginner-friendly Statistical Modeling courses with no prerequisites.

  1. 1
    Statistical Analysis and Advanced Techniques
    MicrosoftBeginner1 - 3 Months5.0(2)No prerequisites
  2. 2
    Linear Regression and Modeling
    Duke UniversityBeginner1 - 4 Weeks4.8(1,794)No prerequisites
  3. 3
    Statistics and Data Analysis with Excel
    Macquarie UniversityBeginner3 - 6 Months4.6(144)No prerequisites

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)

Frequently Asked Questions about Statistical Modeling

Statistical modeling is a powerful tool used to represent complex data through mathematical frameworks. It allows researchers and analysts to understand relationships between variables, make predictions, and inform decision-making processes. By creating models that summarize data patterns, statistical modeling plays a crucial role in various fields, including economics, healthcare, and social sciences. Its importance lies in its ability to provide insights that can lead to better strategies and outcomes, making it essential for anyone looking to leverage data effectively.‎

A career in statistical modeling can open doors to various roles across multiple industries. Common job titles include data analyst, statistician, quantitative analyst, and research scientist. These positions often involve analyzing data to uncover trends, building predictive models, and providing actionable insights to guide business strategies. Additionally, roles in sectors like finance, healthcare, and technology increasingly require expertise in statistical modeling, making it a valuable skill set in today's job market.‎

To excel in statistical modeling, you should focus on developing a strong foundation in several key skills. Proficiency in statistical analysis and understanding of probability theory are essential. Familiarity with programming languages such as R or Python is also crucial, as they are commonly used for data manipulation and model building. Additionally, skills in data visualization, critical thinking, and problem-solving will enhance your ability to interpret results and communicate findings effectively.‎

There are numerous online courses available for those interested in statistical modeling. Some notable options include the Statistical Modeling for Data Science Applications Specialization, which covers essential techniques and applications. The Advanced Statistical Techniques for Data Science Specialization offers deeper insights into complex modeling methods. These courses provide structured learning paths to help you build your skills progressively.‎

Yes. You can start learning statistical modeling on Coursera for free in two ways:

  1. Preview the first module of many statistical modeling courses at no cost. This includes video lessons, readings, graded assignments, and Coursera Coach (where available).
  2. Start a 7-day free trial for Specializations or Coursera Plus. This gives you full access to all course content across eligible programs within the timeframe of your trial.

If you want to keep learning, earn a certificate in statistical modeling, or unlock full course access after the preview or trial, you can upgrade or apply for financial aid.‎

Learning statistical modeling involves a combination of theoretical knowledge and practical application. Start by familiarizing yourself with basic statistical concepts and gradually progress to more complex topics. Engaging with online courses, such as those mentioned earlier, can provide structured guidance. Additionally, practice by working on real-world datasets, participating in online forums, and collaborating with peers to enhance your understanding and application of statistical modeling techniques.‎

Statistical modeling courses typically cover a range of topics, including descriptive statistics, inferential statistics, regression analysis, and hypothesis testing. You may also explore advanced topics like time series analysis, multivariate analysis, and machine learning techniques. These subjects provide a comprehensive understanding of how to build and interpret statistical models, equipping you with the skills needed to analyze data effectively.‎

For training and upskilling employees in statistical modeling, courses like the SAS Statistical Business Analyst Professional Certificate can be particularly beneficial. This program focuses on practical applications of statistical methods in business contexts. Additionally, the Statistical Analysis with R for Public Health Specialization offers insights into using statistical modeling for health-related data, making it suitable for organizations in the healthcare sector.‎

This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share

Mobile App

Download on the App Store
Get it on Google Play
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera LinkedIn
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram