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    • Statistical Modeling

    Statistical Modeling Courses Online

    Master statistical modeling for predictive analytics. Learn to build and validate models for various types of data.

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    Explore the Statistical Modeling Course Catalog

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Principles of fMRI 2

      Skills you'll gain: Magnetic Resonance Imaging, Data Analysis, Analysis, Image Analysis, Statistical Analysis, Experimentation, Network Analysis, Research Design, Regression Analysis, Psychology, Time Series Analysis and Forecasting, Matlab, Mental and Behavioral Health, Neurology, Statistical Modeling, Statistical Methods, Research

      4.7
      Rating, 4.7 out of 5 stars
      ·
      246 reviews

      Mixed · Course · 1 - 4 Weeks

    • T

      Technical University of Denmark (DTU)

      Photovoltaic Systems

      Skills you'll gain: Power Electronics, Plant Operations and Management, Electric Power Systems, Energy and Utilities, Semiconductors, Environmental Engineering, Electrical Engineering, Electronic Components, Physics, Engineering Calculations, Manufacturing Processes, Mathematical Modeling, Product Testing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      154 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Renewable Energy Futures

      Skills you'll gain: Energy and Utilities, Electrical Power, Electrical Systems, Electric Power Systems, Market Dynamics, Emerging Technologies, Market Trend, Trend Analysis, Market Opportunities, Environmental Issue, Forecasting, Mathematical Modeling, Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      236 reviews

      Beginner · Course · 1 - 3 Months

    • E

      Erasmus University Rotterdam

      Studying Cities: Social Science Methods for Urban Research

      Skills you'll gain: Surveys, Research, Research Methodologies, Data Collection, Research Design, Data Analysis, Qualitative Research, Statistical Analysis, Social Sciences, Experimentation, Descriptive Statistics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      228 reviews

      Mixed · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Scrimba

      Generative AI for Web Development

      Skills you'll gain: Prompt Engineering, OpenAI, ChatGPT, Debugging, Generative AI, Large Language Modeling, Pseudocode, Integrated Development Environments, Artificial Intelligence, Software Development Tools, Software Installation, Cloud Applications, Code Review, Application Programming Interface (API), System Configuration, Web Development, Application Development, Data Ethics, Program Development, Application Deployment

      4.4
      Rating, 4.4 out of 5 stars
      ·
      42 reviews

      Intermediate · Specialization · 1 - 3 Months

    • U

      Universidade de São Paulo

      Econometria Básica Aplicada

      Skills you'll gain: Econometrics, Regression Analysis, Statistical Inference, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Economics, Mathematical Modeling, Time Series Analysis and Forecasting, Data Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      169 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Inferential and Predictive Statistics for Business

      Skills you'll gain: Statistical Inference, Business Analytics, Analytics, Statistical Analysis, Statistical Hypothesis Testing, Regression Analysis, Data-Driven Decision-Making, Business Mathematics, Statistical Methods, Probability & Statistics, Statistical Modeling, Predictive Analytics, Microsoft Excel

      4.8
      Rating, 4.8 out of 5 stars
      ·
      863 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Linear Regression with Python

      Skills you'll gain: Regression Analysis, NumPy, Applied Machine Learning, Supervised Learning, Machine Learning, Predictive Modeling

      4.6
      Rating, 4.6 out of 5 stars
      ·
      429 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • E

      EIT Digital

      Architecting Smart IoT Devices

      Skills you'll gain: Real-Time Operating Systems, Embedded Systems, Threat Modeling, Systems Architecture, Debugging, Computer Architecture, Hardware Architecture, System Programming, Internet Of Things, Application Security, General Networking, Wireless Networks, Operating Systems, Performance Tuning, Linux, Microsoft Windows

      4.4
      Rating, 4.4 out of 5 stars
      ·
      337 reviews

      Intermediate · Course · 1 - 3 Months

    • U

      University of Glasgow

      Generative AI in Education

      Skills you'll gain: Prompt Engineering, Generative AI, OpenAI, ChatGPT, Artificial Intelligence, Data Ethics, Machine Learning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      69 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      American Psychological Association

      Methods for Quantitative Research in Psychology

      Skills you'll gain: Quantitative Research, Scientific Methods, Research Design, Research, General Science and Research, Correlation Analysis, Data Collection, Social Sciences, Experimentation, Data Analysis, Psychology, Sampling (Statistics)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      164 reviews

      Beginner · Course · 1 - 3 Months

    • G

      Google Cloud

      Generative AI for Healthcare

      Skills you'll gain: Large Language Modeling, Prompt Engineering, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Artificial Intelligence, Supervised Learning, Machine Learning, Health Technology, Health Informatics, Deep Learning

      4.2
      Rating, 4.2 out of 5 stars
      ·
      41 reviews

      Intermediate · Course · 1 - 3 Months

    Statistical Modeling learners also search

    Data Modeling
    Statistical Analysis
    Predictive Modeling
    Predictive Analytics
    Advanced R Programming
    Statistical Inference
    Statistics
    Beginner Predictive Analytics
    1…878889…306

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

    • Principles of fMRI 2: Johns Hopkins University
    • Photovoltaic Systems: Technical University of Denmark (DTU)
    • Renewable Energy Futures: University of Colorado Boulder
    • Studying Cities: Social Science Methods for Urban Research: Erasmus University Rotterdam
    • Generative AI for Web Development: Scrimba
    • Econometria Básica Aplicada: Universidade de São Paulo
    • Inferential and Predictive Statistics for Business: University of Illinois Urbana-Champaign
    • Linear Regression with Python: Coursera Project Network
    • Architecting Smart IoT Devices: EIT Digital
    • Generative AI in Education: University of Glasgow

    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 the process of using statistics to analyze data and make it usable for decision-making and analysis. It involves using computer programs to pull out numbers from data sets, identify trends, make predictions, and understand different situations. Most statistical modeling results in charts, graphs, or other types of reports to explain the data.‎

    It's important to learn statistical modeling for many reasons to comprehend related material as a student and fulfill work-related requirements. Students often need to learn it because it's used in many different academic fields to understand the material. Many occupations either involve doing statistical analysis or being able to use the output in order to make decisions. Because of the way that data is reported in the media, it's helpful for members of the general public to have some understanding of how statistical modeling works.‎

    Typical careers that use statistical modeling are medical research, scientific research, and financial analysis, but it is a component of many different fields. People working in marketing and sales use statistical modeling to build forecasts and generate prospects. Business managers use it to make decisions and to share information. Academics use it to understand trends and patterns in their fields. Journalists use statistical modeling to present information in their stories. By turning data into usable information, including charts and graphs, statistical modeling can add value to many different fields. People who understand the fundamentals of quantitative modeling and statistical model can expect the skill to enhance their careers.‎

    Taking online courses on Coursera can help you learn statistical modeling in different ways, depending on your interests and needs. Some courses cover the fundamentals of statistics, which may be helpful if you have little background in the area. Others look at how statistical modeling is done with different software packages, such as Python, Excel, or SAS. Many classes focus on the uses of statistical modeling in specific fields, such as artificial intelligence, finance, or history. All classes include projects that help you apply what you learn.‎

    Online Statistical Modeling courses offer a convenient and flexible way to enhance your knowledge or learn new Statistical Modeling skills. Choose from a wide range of Statistical Modeling courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Statistical Modeling, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    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.

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