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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
      Free
      M

      MathWorks

      Data Science Companion

      Skills you'll gain: Data Science, Data Processing, Machine Learning, Supervised Learning, Geographic Information Systems, Big Data, Data Visualization, Data Analysis, Amazon Web Services, Cloud Computing, Matlab, Data Cleansing, Regression Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      11 reviews

      Beginner · Course · 1 - 4 Weeks

    • A

      American Psychological Association

      Measures of Central Tendency

      Skills you'll gain: Descriptive Statistics, Probability & Statistics, Statistics, Statistical Analysis, Histogram, Statistical Visualization, Graphing, Arithmetic

      Beginner · Course · 1 - 3 Months

    • U

      University of Colorado Boulder

      Attitude Control with Momentum Exchange Devices

      Skills you'll gain: Simulation and Simulation Software, Vibrations, Process Control, Simulations, Mechanics, Angular, Engineering Calculations, Engineering Analysis, Torque (Physics), Mechanical Engineering, Mathematical Modeling, Advanced Mathematics, Linear Algebra, Differential Equations, Applied Mathematics, Calculus

      Advanced · Course · 1 - 3 Months

    • Status: Free
      Free
      U

      Universidad Nacional de Colombia

      Patentes: un recorrido desde su significado hasta su búsqueda

      Skills you'll gain: Statistical Analysis, Taxonomy, Product Knowledge, Analysis, Research, Competitive Intelligence, Market Research, Law, Regulation, and Compliance, Data Analysis, Innovation, Asset Protection, Databases

      4.9
      Rating, 4.9 out of 5 stars
      ·
      35 reviews

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Predict Ad Clicks Using Logistic Regression and XG-Boost

      Skills you'll gain: Scikit Learn (Machine Learning Library), Data Visualization, Feature Engineering, Customer Analysis, Predictive Modeling, Predictive Analytics, Marketing Analytics, Applied Machine Learning, Data Cleansing, Advertising, Performance Measurement

      4.5
      Rating, 4.5 out of 5 stars
      ·
      8 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • U

      University of Minnesota

      Introduction to Social Determinants of Health

      Skills you'll gain: Systems Thinking, Social Justice, Health Systems, Health Care, Data Analysis, Socioeconomics, Social Sciences, R Programming, Data Analysis Software, Sociology, Diversity Awareness, Statistical Visualization, Policy Analysis, Community Development

      4.6
      Rating, 4.6 out of 5 stars
      ·
      14 reviews

      Beginner · Course · 1 - 3 Months

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      U

      University of Colorado Boulder

      Defining, Describing, and Visualizing Data

      Skills you'll gain: Data-Driven Decision-Making, Probability Distribution, Descriptive Statistics, Data Analysis, Data Science, Statistical Visualization, Box Plots, R Programming, Data Manipulation, Probability, Statistical Analysis, Histogram

      4.5
      Rating, 4.5 out of 5 stars
      ·
      10 reviews

      Beginner · Course · 1 - 3 Months

    • Placeholder
      R

      Rice University

      Physics of Geometrical and Physical Optics

      Skills you'll gain: Physics, Engineering Calculations, Applied Mathematics, Engineering Analysis, Advanced Mathematics, Physical Science, Mathematical Modeling, Trigonometry, Calculus, Linear Algebra

      Intermediate · Course · 1 - 4 Weeks

    • Placeholder
      C

      Coursera Project Network

      Diabetes Prediction With Pyspark MLLIB

      Skills you'll gain: Data Cleansing, Apache Spark, PySpark, Data Manipulation, Applied Machine Learning, Data Processing, Classification And Regression Tree (CART), Predictive Modeling, Machine Learning, Google Cloud Platform

      4.6
      Rating, 4.6 out of 5 stars
      ·
      22 reviews

      Intermediate · Guided Project · Less Than 2 Hours

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      U

      University of Colorado Boulder

      Spacecraft Relative Motion Kinematics and Kinetics

      Skills you'll gain: Mechanics, Differential Equations, Mathematical Modeling, Engineering Analysis, Advanced Mathematics, Linear Algebra, Engineering Calculations, Matlab, Physics, Calculus

      5
      Rating, 5 out of 5 stars
      ·
      6 reviews

      Advanced · Course · 1 - 4 Weeks

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      F

      Fundação Instituto de Administração

      Estratégia de Negócios

      Skills you'll gain: Business Strategy, Business Strategies, Business Modeling, Strategic Thinking, Corporate Strategy, Strategic Decision-Making, Stakeholder Management, Growth Strategies, Competitive Analysis, Market Opportunities, Innovation, Value Propositions

      4.9
      Rating, 4.9 out of 5 stars
      ·
      8 reviews

      Beginner · Course · 1 - 3 Months

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      K

      Korea Advanced Institute of Science and Technology(KAIST)

      Big data and Language 2

      Skills you'll gain: Text Mining, Analysis, Big Data, Data Analysis, Unstructured Data, Statistical Analysis, Data Processing, Language Interpretation, Translation, and Studies, Natural Language Processing, Data Collection

      4.2
      Rating, 4.2 out of 5 stars
      ·
      6 reviews

      Beginner · 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…189190191…270

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

    • Data Science Companion: MathWorks
    • Measures of Central Tendency: American Psychological Association
    • Attitude Control with Momentum Exchange Devices: University of Colorado Boulder
    • Patentes: un recorrido desde su significado hasta su búsqueda: Universidad Nacional de Colombia
    • Predict Ad Clicks Using Logistic Regression and XG-Boost: Coursera Project Network
    • Introduction to Social Determinants of Health: University of Minnesota
    • Defining, Describing, and Visualizing Data: University of Colorado Boulder
    • Physics of Geometrical and Physical Optics: Rice University
    • Diabetes Prediction With Pyspark MLLIB: Coursera Project Network
    • Spacecraft Relative Motion Kinematics and Kinetics: University of Colorado Boulder

    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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