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

Explore the Statistical Analysis Course Catalog

Imperial College London
Epidemiology for Public Health
Skills you'll gain: Epidemiology, Clinical Trials, Research Design, Clinical Research, Preventative Care, Biostatistics, Research Methodologies, Program Evaluation, Scientific Methods, General Medical Tests and Procedures, Risk Analysis, Science and Research, Statistical Methods, Research, Statistical Hypothesis Testing, Data Analysis
4.8
Rating, 4.8 out of 5 stars
1.2K reviews
Beginner · Specialization · 1 - 3 Months
Corporate Finance Institute
Fundamentals of Data Analysis in Excel
Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Dashboard, Data Transformation, Data Analysis, Excel Formulas, Exploratory Data Analysis, Data Visualization Software, Data Presentation, Data Manipulation, Data Modeling, Data Cleansing
4.8
Rating, 4.8 out of 5 stars
46 reviews
Beginner · Course · 1 - 3 Months
The Hong Kong University of Science and Technology
Matrix Algebra for Engineers
Skills you'll gain: Linear Algebra, Engineering Calculations, Algebra, Engineering Analysis, General Mathematics, Advanced Mathematics, Applied Mathematics
4.9
Rating, 4.9 out of 5 stars
4.5K reviews
Beginner · Course · 1 - 4 Weeks
Georgia Institute of Technology
Fundamentals of Engineering Exam Review
Skills you'll gain: Structural Analysis, Probability & Statistics, Structural Engineering, Hydraulics, Statistics, Engineering Analysis, Mechanical Engineering, Probability, Engineering, General Mathematics, Mechanics, Engineering Calculations, Civil Engineering, Applied Mathematics, Algebra, Advanced Mathematics, Calculus, Differential Equations, Trigonometry
4.6
Rating, 4.6 out of 5 stars
611 reviews
Mixed · Course · 1 - 3 Months
Microsoft
Deploy and Maintain Power BI Assets and Capstone project
Skills you'll gain: Power BI, Dashboard, SQL, Microsoft SQL Servers, Business Intelligence, Data Security, Data Analysis, Data Visualization Software, Data Modeling, Data Management, Data-Driven Decision-Making
4.4
Rating, 4.4 out of 5 stars
233 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
DeepLearning.AI
Data Analytics Foundations
Skills you'll gain: Data Storytelling, Google Sheets, Data Visualization, Spreadsheet Software, Data Visualization Software, Business Analysis, Data Analysis, Analytics, Business Requirements, Exploratory Data Analysis, Data-Driven Decision-Making, Data Collection, Stakeholder Engagement, Generative AI
4.7
Rating, 4.7 out of 5 stars
40 reviews
Beginner · Course · 1 - 4 Weeks
IE Business School
Globalization, Economic Growth and Stability
Skills you'll gain: Financial Policy, International Finance, Public Policies, Economics, Economic Development, Economics, Policy, and Social Studies, Policy Development, Market Opportunities, Business Economics, International Relations, Tax, Global Marketing, Policy Analysis, Risk Analysis, Demography, Financial Regulation, Business Risk Management, Fiscal Management, Social Studies, Supply And Demand
4.8
Rating, 4.8 out of 5 stars
1.3K reviews
Intermediate · Specialization · 3 - 6 Months
Johns Hopkins University
Mastering Software Development in R
Skills you'll gain: Ggplot2, Open Source Technology, Tidyverse (R Package), Package and Software Management, Web Scraping, Data Manipulation, Data Visualization Software, R Programming, Data Visualization, Datamaps, Interactive Data Visualization, Scatter Plots, Object Oriented Programming (OOP), GitHub, Version Control, Rmarkdown, Data Cleansing, Debugging, Functional Design, Data Analysis Software
4.2
Rating, 4.2 out of 5 stars
1.5K reviews
Beginner · Specialization · 3 - 6 Months
University of California, Davis
SQL for Data Science Capstone Project
Skills you'll gain: Presentations, SQL, Descriptive Statistics, Data Storytelling, Peer Review, Exploratory Data Analysis, Statistical Analysis, Data Modeling, Business Analytics, Data Science, Key Performance Indicators (KPIs), Target Audience, Data Manipulation, Proposal Development
4.2
Rating, 4.2 out of 5 stars
236 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Johns Hopkins University
Systems Thinking In Public Health
Skills you'll gain: Systems Thinking, Health Systems, Policy Analysis, Policy Development, Public Policies, Health Care, Simulations, Systems Analysis, Qualitative Research, Scenario Testing
4.6
Rating, 4.6 out of 5 stars
929 reviews
Mixed · Course · 1 - 4 Weeks
University of Amsterdam
Quantitative Methods
Skills you'll gain: Scientific Methods, Research Design, Sampling (Statistics), Science and Research, Research Methodologies, Quantitative Research, Data Collection, Social Sciences, Survey Creation, Experimentation, Ethical Standards And Conduct
4.7
Rating, 4.7 out of 5 stars
2.3K reviews
Mixed · Course · 1 - 3 Months
University of Colorado Boulder
Regression and Classification
Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Data Science, Statistical Methods, Classification And Regression Tree (CART), Statistical Analysis, Regression Analysis, Predictive Modeling, Machine Learning Methods, Supervised Learning, Unsupervised Learning, Machine Learning Algorithms
Build toward a degree
3.9
Rating, 3.9 out of 5 stars
14 reviews
Intermediate · Course · 1 - 3 Months