What is 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.

Why is statistical analysis important?

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.

What are typical careers that use statistical analysis?

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.

How can online courses on Coursera help me learn statistical analysis?

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.

What are the benefits of taking an online Statistical Analysis course?

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.

What Statistical Analysis courses are best for training and upskilling employees or the workforce?

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 .

Top Statistical Analysis Courses - Learn Statistical Analysis Online

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Results for "statistical analysis"

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
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, Interactive Data Visualization, Computer Programming
4.7
Rating, 4.7 out of 5 stars
2.6K reviews
Beginner · Course · 1 - 4 Weeks
Imperial College London
Introduction to Statistics & Data Analysis in Public Health
Skills you'll gain: Data Analysis, General Statistics, Probability & Statistics, Statistical Analysis, Basic Descriptive Statistics, Probability Distribution, Statistical Tests, Biostatistics, Epidemiology, R Programming
4.7
Rating, 4.7 out of 5 stars
1.5K reviews
Beginner · Course · 1 - 4 Weeks
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
430 reviews
Mixed · Course · 1 - 4 Weeks
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
49 reviews
Intermediate · Specialization · 3 - 6 Months
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
Rice University
Business Applications of Hypothesis Testing and Confidence Interval Estimation
Skills you'll gain: Business Analysis, Data Analysis, General Statistics, Probability & Statistics, Statistical Analysis, Statistical Tests, Basic Descriptive Statistics, Critical Thinking, Probability Distribution, Interactive Data Visualization
4.8
Rating, 4.8 out of 5 stars
1.3K reviews
Mixed · Course · 1 - 4 Weeks
Johns Hopkins University
Advanced Statistics for Data Science
Skills you'll gain: General Statistics, Probability & Statistics, Mathematics, Statistical Tests, Linear Algebra, Algebra, Regression, Statistical Analysis, Biostatistics, Probability Distribution, Bayesian Statistics, Correlation And Dependence, Estimation, Basic Descriptive Statistics, Mathematical Theory & Analysis
4.4
Rating, 4.4 out of 5 stars
741 reviews
Advanced · Specialization · 3 - 6 Months
Status: Free
University of Cape Town
Doing Clinical Research: Biostatistics with the Wolfram Language
4.7
Rating, 4.7 out of 5 stars
48 reviews
Beginner · Course · 1 - 4 Weeks
SAS
SAS Statistical Business Analyst
Skills you'll gain: SAS (Software), Statistical Programming, Data Analysis, Probability & Statistics, Regression, Statistical Analysis, General Statistics, Statistical Tests, Statistical Visualization, Data Model, Machine Learning, Statistical Machine Learning, Data Mining, Plot (Graphics)
4.6
Rating, 4.6 out of 5 stars
210 reviews
Intermediate · Professional Certificate · 3 - 6 Months
Corporate Finance Institute
Fundamentals of Data Analysis in Excel
4.8
Rating, 4.8 out of 5 stars
30 reviews
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Summary Statistics in Public Health
Skills you'll gain: Biostatistics, General Statistics, Probability & Statistics
4.8
Rating, 4.8 out of 5 stars
1.9K reviews
Beginner · Course · 1 - 3 Months

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

Exploring and Producing Data for Business Decision Making: University of Illinois Urbana-Champaign
Understanding and Visualizing Data with Python: University of Michigan
Introduction to Statistics & Data Analysis in Public Health: Imperial College London
Business Statistics and Analysis Capstone: Rice University
Statistical Modeling for Data Science Applications: University of Colorado Boulder
Data Analysis and Interpretation: Wesleyan University
Business Applications of Hypothesis Testing and Confidence Interval Estimation : Rice University
Advanced Statistics for Data Science: Johns Hopkins University
Doing Clinical Research: Biostatistics with the Wolfram Language: University of Cape Town
SAS Statistical Business Analyst: SAS

Filter by

Results for "statistical analysis"

Exploring and Producing Data for Business Decision Making

Understanding and Visualizing Data with Python

Introduction to Statistics & Data Analysis in Public Health

Business Statistics and Analysis Capstone

Statistical Modeling for Data Science Applications

Data Analysis and Interpretation

Business Applications of Hypothesis Testing and Confidence Interval Estimation

Advanced Statistics for Data Science

Doing Clinical Research: Biostatistics with the Wolfram Language

SAS Statistical Business Analyst

Fundamentals of Data Analysis in Excel

Summary Statistics in Public Health

Searches related to statistical analysis

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

Skills you can learn in Business Essentials

Frequently Asked Questions about Statistical Analysis

What is statistical analysis?‎

Why is statistical analysis important?‎

What are typical careers that use statistical analysis?‎

How can online courses on Coursera help me learn statistical analysis?‎

What are the benefits of taking an online Statistical Analysis course?‎

What Statistical Analysis courses are best for training and upskilling employees or the workforce?‎

Other topics to explore