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    • Statistical Analysis

    Statistical Analysis Courses Online

    Master statistical analysis for interpreting data. Learn about statistical methods, hypothesis testing, and data-driven decision making.

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    Explore the Statistical Analysis Course Catalog

    • D

      Duke University

      Introduction to Probability and Data with R

      Skills you'll gain: Basic Descriptive Statistics, Data Analysis, General Statistics, Probability & Statistics, Statistical Analysis, R Programming, Exploratory Data Analysis, Statistical Programming, Probability Distribution, Computer Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      5.7K reviews

      Beginner · Course · 1 - 3 Months

    • R

      Rice University

      Business Statistics and Analysis Capstone

      Skills you'll gain: Basic Descriptive Statistics, Business Analysis, Data Analysis, Data Analysis Software, Data Management, General Statistics, Microsoft Excel, Probability & Statistics, Spreadsheet Software, Statistical Analysis, Regression

      4.7
      Rating, 4.7 out of 5 stars
      ·
      434 reviews

      Mixed · Course · 1 - 4 Weeks

    • M

      Meta

      Statistics Foundations

      Skills you'll gain: Basic Descriptive Statistics, Business Analysis, Data Analysis, Experiment, General Statistics, Marketing, Probability & Statistics, Probability Distribution, Regression, Statistical Analysis, Statistical Tests

      4.7
      Rating, 4.7 out of 5 stars
      ·
      285 reviews

      Beginner · Course · 1 - 3 Months

    • U

      University of Colorado Boulder

      Statistical Modeling for Data Science Applications

      Skills you'll gain: General Statistics, Probability & Statistics, Regression, Statistical Analysis, Experiment, Statistical Tests, Calculus, Linear Algebra, R Programming

      Build toward a degree

      4.1
      Rating, 4.1 out of 5 stars
      ·
      52 reviews

      Intermediate · Specialization · 3 - 6 Months

    • U

      University of Illinois Urbana-Champaign

      Exploring and Producing Data for Business Decision Making

      Skills you'll gain: Basic Descriptive Statistics, Business Analysis, Data Analysis, Exploratory Data Analysis, Probability & Statistics, Statistical Analysis, Decision Making, General Statistics, Microsoft Excel

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1K reviews

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      COVID19 Data Analysis Using Python

      Skills you'll gain: Computer Programming, Data Analysis, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      2K reviews

      Intermediate · Guided Project · Less Than 2 Hours

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      A

      Arizona State University

      Experimental Design Basics

      Skills you'll gain: Experiment, General Statistics, Probability & Statistics, Statistical Analysis, Statistical Tests, Data Analysis, Research and Design, Basic Descriptive Statistics, Data Analysis Software, Statistical Visualization

      4.7
      Rating, 4.7 out of 5 stars
      ·
      289 reviews

      Intermediate · Course · 1 - 3 Months

    • Placeholder
      C

      Coursera Project Network

      Data Analysis Using Pyspark

      Skills you'll gain: Data Analysis, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      290 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Placeholder
      U

      University of Pennsylvania

      Data Analysis Using Python

      Skills you'll gain: Data Analysis, Python Programming, Computer Programming, Data Analysis Software, Data Management, Data Structures, Data Visualization, Exploratory Data Analysis, Programming Principles, Computer Programming Tools, Data Science

      4.5
      Rating, 4.5 out of 5 stars
      ·
      410 reviews

      Beginner · Course · 1 - 4 Weeks

    • Placeholder
      Status: Free
      Free
      U

      University of Leeds

      Exploratory Data Analysis

      Skills you'll gain: Data Analysis, Data Visualization

      4.3
      Rating, 4.3 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 4 Weeks

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      U

      University of Michigan

      Understanding and Visualizing Data with Python

      Skills you'll gain: Basic Descriptive Statistics, Data Analysis, General Statistics, Probability & Statistics, Statistical Analysis, Probability Distribution, Statistical Visualization, Data Visualization, Python Programming, Statistical Tests, Computer Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.7K reviews

      Beginner · Course · 1 - 4 Weeks

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      W

      Wesleyan University

      Data Analysis and Interpretation

      Skills you'll gain: Computer Programming, Data Analysis, Data Management, General Statistics, Human Learning, Leadership and Management, Machine Learning, Python Programming, Regression

      4.4
      Rating, 4.4 out of 5 stars
      ·
      1.4K reviews

      Beginner · Specialization · 3 - 6 Months

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    1…456…384

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

    • Introduction to Probability and Data with R: Duke University
    • Business Statistics and Analysis Capstone: Rice University
    • Statistics Foundations: Meta
    • Statistical Modeling for Data Science Applications: University of Colorado Boulder
    • Exploring and Producing Data for Business Decision Making: University of Illinois Urbana-Champaign
    • COVID19 Data Analysis Using Python: Coursera Project Network
    • Experimental Design Basics: Arizona State University
    • Data Analysis Using Pyspark: Coursera Project Network
    • Data Analysis Using Python: University of Pennsylvania
    • Exploratory Data Analysis: University of Leeds

    Skills you can learn in Business Essentials

    Analytics (37)
    Presentation (33)
    Modeling (29)
    Business Analytics (27)
    Language (26)
    Microsoft Excel (26)
    Writing (26)
    Speech (18)
    Plan (17)
    Business Communication (16)
    Decision-making (16)
    Leadership (15)

    Frequently Asked Questions about Statistical Analysis

    Statistical analysis is the process of collecting and organizing data in order to observe patterns in that data. This discipline examines numerical data for trends, and it has practical applications across multiple industries and business sectors. Statistical analysts can examine large or small amounts of data to determine what the data shows—and what should be done with that information. The business world has relied on statistical analysis for years, but the advent of computer technology has made analyzing large amounts of data increasingly easy. Computers allow statisticians to analyze copious amounts of data and look for more specific patterns and trends than ever before.‎

    Statistical analysis is important because it helps you make sense—and make use—of data. No matter what industry you work in, you see data every day. You may not know how to interpret the data, or there may just be too much data to understand on its own merits. Using statistical analysis can help you interpret key patterns in your data and sort out extraneous information to understand what the data means and what you should do about it. If you have a background in statistical analysis, you can also test or disprove any analysis that you receive from someone else as well.‎

    A thorough knowledge of statistical analysis can help you find a career in the financial sector, information technology, or other areas of the business world. You can find jobs giving businesses advice on how to invest or how to manage their money more efficiently, or you can consult with companies on how to budget for large projects. Market research jobs rely on statistical analysis skills, while software engineers analyze data to develop and test new and updated applications. Data scientists work with various organizations to help them identify patterns and trends in their field of business.‎

    From courses that introduce you to the basics of statistical analysis to more specific topics like hypothesis testing, data analysis in the health care industry, or risk management, you can gain a confident base of knowledge from online courses on Coursera. Specific topics you can discover include using logistic regression in R, survival analysis in R, bias and validity in epidemiology, statistics with Python, and data analytics.‎

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

    When looking to enhance your workforce's skills in Statistical Analysis, 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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